Below is a fairly complete list of peer-reviewed papers that I have authored or co-authored. It does not include preprints and may sometimes be out-of-date. Check out Google Scholar to see a more complte list.
Research Papers
2025
- Jiaxin Ge, Zora Zhiruo Wang, Xuhui Zhou, Yi-Hao Peng, Sanjay Subramanian, Qinyue Tan, Maarten Sap, Alane Suhr, Daniel Fried, Graham Neubig, Trevor Darrell.
AutoPresent: Designing Structured Visuals From Scratch (BibTex, Code/Data)
IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). June 2025 (To Appear). - Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H. Tran, Fuqiang Li, Ren Ma, Mingzhang Zheng, Bill Qian, Yanjun Shao, Niklas Muennighoff, Yizhe Zhang, Binyuan Hui, Junyang Lin, Robert Brennan, Hao Peng, Heng Ji, Graham Neubig.
OpenHands: An Open Platform for AI Software Developers as Generalist Agents (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). April 2025. - Jacob Mitchell Springer, Suhas Kotha, Daniel Fried, Graham Neubig, Aditi Raghunathan.
Repetition Improves Language Model Embeddings (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). April 2025. - Xiang Yue, Yueqi Song, Akari Asai, Seungone Kim, Jean de Dieu Nyandwi, Simran Khanuja, Anjali Kantharuban, Lintang Sutawika, Sathyanarayanan Ramamoorthy, Graham Neubig.
Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). April 2025. - Ian Wu, Patrick Fernandes, Amanda Bertsch, Seungone Kim, Sina Khoshfetrat Pakazad, Graham Neubig.
Better Instruction-Following Through Minimum Bayes Risk (BibTex)
International Conference on Learning Representations (ICLR). April 2025. - Junpeng Liu, Tianyue Ou, Yifan Song, Yuxiao Qu, Wai Lam, Chenyan Xiong, Wenhu Chen, Graham Neubig, Xiang Yue.
Harnessing Webpage UIs for Text-Rich Visual Understanding (BibTex, Code/Data)
International Conference on Learning Representations. April 2025. - Shota Onohara, Atsuyuki Miyai, Yuki Imajuku, Kazuki Egashira, Jeonghun Baek, Xiang Yue, Graham Neubig, Kiyoharu Aizawa.
JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation (BibTex, Code/Data)
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL). April 2025. - Lindia Tjuatja, Graham Neubig, Tal Linzen, Sophie Hao.
What Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and Length (BibTex, Code/Data)
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL). April 2025. - Eduardo Treviño, Hugo Contant, James Ngai, Graham Neubig, Zora Zhiruo Wang.
Benchmarking Failures in Tool-Augmented Language Models (BibTex, Code/Data)
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL). April 2025. - Seungone Kim, Juyoung Suk, Ji Yong Cho, Shayne Longpre, Chaeeun Kim, Dongkeun Yoon, Guijin Son, Yejin Cho, Sheikh Shafayat, Jinheon Baek, Sue Hyun Park, Hyeonbin Hwang, Jinkyung Jo, Hyowon Cho, Haebin Shin, Seongyun Lee, Hanseok Oh, Noah Lee, Namgyu Ho, Se June Joo, Miyoung Ko, Yoonjoo Lee, Hyungjoo Chae, Jamin Shin, Joel Jang, Seonghyeon Ye, Bill Yuchen Lin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo.
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models (BibTex, Code/Data)
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL). April 2025. - Simran Khanuja, Vivek Iyer, Xiaoyu He, Graham Neubig.
Towards Automatic Evaluation for Image Transcreation (BibTex, Code/Data)
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL). April 2025. - Amanda Bertsch, Maor Ivgi, Emily Xiao, Uri Alon, Jonathan Berant, Matthew R. Gormley, Graham Neubig.
In-Context Learning with Long-Context Models: An In-Depth Exploration (BibTex, Code/Data)
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL). April 2025. - Yueqi Song, Simran Khanuja, Graham Neubig.
What Is Missing in Multilingual Visual Reasoning and How to Fix It (BibTex, Code/Data)
Findings of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL Findings). April 2025. - Belinda Z. Li, Emmy Liu, Alexis Ross, Abbas Zeitoun, Graham Neubig, Jacob Andreas.
Language Modeling with Editable External Knowledge (BibTex, Code/Data)
Findings of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL Findings). April 2025. - Zora Zhiruo Wang, Akari Asai, Xinyan Velocity Yu, Frank F. Xu, Yiqing Xie, Graham Neubig, Daniel Fried.
CodeRAG-Bench: Can Retrieval Augment Code Generation? (BibTex, Code/Data)
Findings of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL Findings). April 2025. - Jinchuan Tian, Jiatong Shi, William Chen, Siddhant Arora, Yoshiki Masuyama, Takashi Maekaku, Yihan Wu, Junyi Peng, Shikhar Bharadwaj, Yiwen Zhao, Samuele Cornell, Yifan Peng, Xiang Yue, Chao-Han Huck Yang, Graham Neubig, Shinji Watanabe.
ESPnet-SpeechLM: An Open Speech Language Model Toolkit (BibTex, Code/Data)
Demo Track of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL Demo). April 2025. - Faria Huq, Zora Zhiruo Wang, Frank F. Xu, Tianyue Ou, Shuyan Zhou, Jeffrey P. Bigham, Graham Neubig.
CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation (BibTex, Code/Data)
Demo Track of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL Demo). April 2025. - Thibault Le Sellier {de Chezelles}, Maxime Gasse, Alexandre Lacoste, Massimo Caccia, Alexandre Drouin, Léo Boisvert, Megh Thakkar, Tom Marty, Rim Assouel, Sahar Omidi Shayegan, Lawrence Keunho Jang, Xing Han Lù, Ori Yoran, Dehan Kong, Frank F. Xu, Siva Reddy, Graham Neubig, Quentin Cappart, Russ Salakhutdinov, Nicolas Chapados.
The BrowserGym Ecosystem for Web Agent Research (BibTex, Code/Data)
Transactions on Machine Learning Research (TMLR). February 2025.
2024
- Tianyue Ou, Frank F. Xu, Aman Madaan, Jiarui Liu, Robert Lo, Abishek Sridhar, Sudipta Sengupta, Dan Roth, Graham Neubig, Shuyan Zhou.
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Computer Agents at Scale (BibTex, Code/Data)
Conference on Neural Information Processing Systems (NeurIPS). December 2024. - Yuchen Zhou, Emmy Liu, Graham Neubig, Michael J. Tarr, Leila Wehbe.
Divergences between Language Models and Human Brains (BibTex, Code/Data)
Conference on Neural Information Processing Systems (NeurIPS). December 2024. - Yuqing Yang, Ethan Chern, Xipeng Qiu, Graham Neubig, Pengfei Liu.
Alignment for Honesty (BibTex, Code/Data)
Conference on Neural Information Processing Systems (NeurIPS). December 2024. - Jinjie Ni, Fuzhao Xue, Xiang Yue, Yuntian Deng, Mahir Shah, Kabir Jain, Graham Neubig, Yang You.
MixEval: Fast and Dynamic Human Preference Approximation with LLM Benchmark Mixtures (BibTex, Code/Data)
Conference on Neural Information Processing Systems (NeurIPS). December 2024. - Baiqi Li, Zhiqiu Lin, Wenxuan Peng, Jean de Dieu Nyandwi, Daniel Jiang, Zixian Ma, Simran Khanuja, Ranjay Krishna, Graham Neubig, Deva Ramanan.
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples (BibTex)
Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track. December 2024. - Seungone Kim, Juyoung Suk, Shayne Longpre, Bill Yuchen Lin, Jamin Shin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo.
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2024. - Yuwei Fang, Willi Menapace, Aliaksandr Siarohin, Tsai-Shien Chen, Kuan-Chieh Wang, Ivan Skorokhodov, Graham Neubig, Sergey Tulyakov.
VIMI: Grounding Video Generation through Multi-modal Instruction (BibTex)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2024. - Simran Khanuja, Sathyanarayanan Ramamoorthy, Yueqi Song, Graham Neubig.
An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2024. Best Paper. - Michael Ginn, Lindia Tjuatja, Taiqi He, Enora Rice, Graham Neubig, Alexis Palmer, Lori Levin.
GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2024. - Ian Wu, Sravan Jayanthi, Vijay Viswanathan, Simon Rosenberg, Sina Khoshfetrat Pakazad, Tongshuang Wu, Graham Neubig.
Synthetic Multimodal Question Generation (BibTex)
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2024. - Emmy Liu, Graham Neubig, Jacob Andreas.
An Incomplete Loop: Deductive, Inductive, and Abductive Learning in Large Language Models (BibTex, Code/Data)
Conference on Language Modeling (COLM). October 2024. - Abhika Mishra, Akari Asai, Vidhisha Balachandran, Yizhong Wang, Graham Neubig, Yulia Tsvetkov, Hannaneh Hajishirzi.
Fine-grained Hallucination Detection and Editing for Language Models (BibTex, Code/Data)
Conference on Language Modeling (COLM). October 2024. - Zhiruo Wang, Zhoujun Cheng, Hao Zhu, Daniel Fried, Graham Neubig.
What Are Tools Anyway? A Survey from the Language Model Perspective (BibTex, Code/Data)
Conference on Language Modeling (COLM). October 2024. - Chenyang Zhao, Xueying Jia, Vijay Viswanathan, Graham Neubig, Tongshuang Wu.
Self-Guide: Better Task-Specific Instruction Following via Self-Synthetic Finetuning (BibTex, Code/Data)
Conference on Language Modeling (COLM). October 2024. - Junpeng Liu, Yifan Song, Bill Yuchen Lin, Wai Lam, Graham Neubig, Yuanzhi Li, Xiang Yue.
WebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding? (BibTex, Code/Data)
Conference on Language Modeling (COLM). October 2024. - Sean Welleck, Amanda Bertsch, Matthew Finlayson, Hailey Schoelkopf, Alex Xie, Graham Neubig, Ilia Kulikov, Zaid Harchaoui.
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models (BibTex)
Transactions on Machine Learning Research. October 2024. - Zhiqiu Lin, Deepak Pathak, Baiqi Li, Jiayao Li, Xide Xia, Graham Neubig, Pengchuan Zhang, Deva Ramanan.
Evaluating Text-to-Visual Generation with Image-to-Text Generation (BibTex, Code/Data)
The European Conference on Computer Vision (ECCV). September 2024. - Ruiyi Wang, Haofei Yu, Wenxin Sharon Zhang, Zhengyang Qi, Maarten Sap, Yonatan Bisk, Graham Neubig, Hao Zhu.
SOTOPIA-Pi: Interactive Learning of Socially Intelligent Language Agents (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). August 2024. - Zhengbao Jiang, Zhiqing Sun, Weijia Shi, Pedro Rodriguez, Chunting Zhou, Graham Neubig, Xi Victoria Lin, Wen-tau Yih, Srini Iyer.
Instruction-tuned Language Models are Better Knowledge Learners (BibTex)
Annual Conference of the Association for Computational Linguistics (ACL). August 2024. - Taiqi He, Kwanghee Choi, Lindia Tjuatja, Nathaniel Romney Robinson, Jiatong Shi, Shinji Watanabe, Graham Neubig, David R Mortensen, Lori Levin.
Wav2Gloss: Generating Interlinear Glossed Text from Speech (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). August 2024. - Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Ruslan Salakhutdinov, Daniel Fried.
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). August 2024. - Zhiruo Wang, Graham Neubig, Daniel Fried.
TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks (BibTex, Code/Data)
International Conference on Machine Learning (ICML). July 2024. - Simran Khanuja, Srinivas Gowriraj, Lucio Dery, Graham Neubig.
DeMuX: Data-efficient Multilingual Learning (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2024. - Anubha Kabra, Sanketh Rangreji, Yash Mathur, Aman Madaan, Emmy Liu, Graham Neubig.
Program-Aided Reasoners (better) Know What They Know (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2024. - Shuyan Zhou, Frank F. Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, Uri Alon, Graham Neubig.
WebArena: A Realistic Web Environment for Building Autonomous Agents (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). May 2024. - Alexander G Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh.
Learning Performance-Improving Code Edits (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). May 2024. - Xuhui Zhou, Hao Zhu, Leena Mathur, Ruohong Zhang, Haofei Yu, Zhengyang Qi, Louis-Philippe Morency, Yonatan Bisk, Daniel Fried, Graham Neubig, Maarten Sap.
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). May 2024. - Lindia Tjuatja, Valerie Chen, Tongshuang Wu, Ameet Talwalkar, Graham Neubig.
Do llms exhibit human-like response biases? a case study in survey design (BibTex, Code/Data)
Transactions of the Association for Computational Linguistics. May 2024. - Atharva Kulkarni, Lucio M. Dery, Amrith Setlur, Aditi Raghunathan, Ameet Talwalkar, Graham Neubig.
Multitask Learning Can Improve Worst-Group Outcomes (BibTex, Code/Data)
Transactions on Machine Learning Research. February 2024.
2023
- Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins.
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation (BibTex)
Transactions of the Association for Computational Linguistics (TACL). 2023. - Amanda Bertsch, Uri Alon, Graham Neubig, Matthew R. Gormley.
Unlimiformer: Long-Range Transformers with Unlimited Length Input (BibTex, Code/Data)
Conference on Neural Information Processing Systems (NeurIPS). December 2023. - Vijay Viswanathan, Chenyang Zhao, Amanda Bertsch, Tongshuang Wu, Graham Neubig.
Prompt2Model: Generating Deployable Models from Natural Language Instructions (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track. December 2023. - Amanda Bertsch, Alex Xie, Graham Neubig, Matthew R. Gormley.
It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk (BibTex)
EMNLP 2023 Big Picture Workshop. December 2023. - Zhengbao Jiang, Frank F. Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, Graham Neubig.
Active Retrieval Augmented Generation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2023. - Emmy Liu, Aditi Chaudhary, Graham Neubig.
Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss Weighting (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2023. - Shuyan Zhou, Uri Alon, Sumit Agarwal, Graham Neubig.
CodeBERTScore: Evaluating Code Generation with Pretrained Models of Code (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2023. - Yueqi Song, Simran Khanuja, Pengfei Liu, Fahim Faisal, Alissa Ostapenko, Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Yulia Tsvetkov, Antonios Anastasopoulos, Graham Neubig.
GlobalBench: A Benchmark for Global Progress in Natural Language Processing (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2023. - Aditi Chaudhary, Arun Sampath, Ashwin Sheshadri, Antonios Anastasopoulos, Graham Neubig.
Teacher Perception of Automatically Extracted Grammar Concepts for L2 Language Learning (BibTex)
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP Findings). December 2023. - Zhiruo Wang, Shuyan Zhou, Daniel Fried, Graham Neubig.
Execution-Based Evaluation for Open-Domain Code Generation (BibTex, Code/Data)
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP Findings). December 2023. - Nathaniel R Robinson, Perez Ogayo, David R Mortensen, Graham Neubig.
ChatGPT MT: Competitive for High-(but not Low-) Resource Languages (BibTex)
Conference on Machine Translation (WMT). December 2023. - Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, Parker Riley, André F. T. Martins, Graham Neubig, Ankush Garg, Jonathan H. Clark, Markus Freitag, Orhan Firat.
The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation (BibTex)
Conference on Machine Translation (WMT). December 2023. - Yiwei Qin, Weizhe Yuan, Graham Neubig, Pengfei Liu.
T5Score: Discriminative Fine-tuning of Generative Evaluation Metrics (BibTex, Code/Data)
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP Findings). December 2023. - Vijay Viswanathan, Kiril Gashteovski, Carolin Lawrence, Tongshuang Wu, Graham Neubig.
Large Language Models Enable Few-Shot Clustering (BibTex, Code/Data)
Transactions of the Association for Computational Linguistics. December 2023. - Frank F. Xu, Uri Alon, Graham Neubig.
Why do Nearest Neighbor Language Models Work? (BibTex)
International Conference on Machine Learning (ICML). July 2023. - Vijay Viswanathan, Luyu Gao, Tongshuang Wu, Pengfei Liu, Graham Neubig.
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). July 2023. - Junhong Shen, Liam Li, Lucio Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar.
Cross-Modal Fine-Tuning: Align then Refine (BibTex, Code/Data)
International Conference on Machine Learning (ICML). July 2023. - Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig.
PAL: Program-aided Language Models (BibTex, Code/Data)
International Conference on Machine Learning (ICML). July 2023. - Patrick Fernandes, Kayo Yin, Emmy Liu, André Martins, Graham Neubig.
When Does Translation Require Context? A Data-driven, Multilingual Exploration (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). July 2023. Best Resource Paper. - Sameer Jain, Vaishakh Keshava, Swarnashree Mysore Sathyendra, Patrick Fernandes, Pengfei Liu, Graham Neubig, Chunting Zhou.
Multi-Dimensional Evaluation of Text Summarization with In-Context Learning (BibTex, Code/Data)
Findings of the Annual Conference of the Association for Computational Linguistics (ACL). July 2023. - John Wieting, Jonathan Clark, William Cohen, Graham Neubig, Taylor Berg-Kirkpatrick.
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval (BibTex)
Annual Conference of the Association for Computational Linguistics (ACL). July 2023. - Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Fajri Koto, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Muhammad Satrio Wicaksono, Ivan Halim Parmonangan, Ika Alfina, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh Dhole, Arie Suryani, Rifki Afina Putri, Dan Su, Keith David Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Ignatius Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Inastra Damapuspita, Haryo Akbarianto Wibowo, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Noor Fatyanosa, Ziwei Ji, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti.
NusaCrowd: Open Source Initiative for Indonesian NLP Resources (BibTex, Code/Data)
Findings of the Annual Conference of the Association for Computational Linguistics (ACL). July 2023. - Lindia Tjuatja, Emmy Liu, Lori Levin, Graham Neubig.
Syntax and Semantics Meet in the “Middle”: Probing the Syntax-Semantics Interface of LMs Through Agentivity (BibTex, Code/Data)
The Joint Conference on Lexical and Computational Semantics (*SEM). July 2023. - Anubha Kabra, Emmy Liu, Simran Khanuja, Alham Fikri Aji, Genta Indra Winata, Samuel Cahyawijaya, Anuoluwapo Aremu, Perez Ogayo, Graham Neubig.
Multi-lingual and Multi-cultural Figurative Language Understanding (BibTex, Code/Data)
Findings of the Annual Conference of the Association for Computational Linguistics (ACL). July 2023. - Hao Zhu, Raghav Kapoor, So Yeon Min, Winson Han, Jiatai Li, Kaiwen Geng, Graham Neubig, Yonatan Bisk, Aniruddha Kembhavi, Luca Weihs.
EXCALIBUR: Evaluating and Encouraging Embodied Exploration (BibTex)
The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023 (CVPR). June 2023. - Xuezhe Ma, Chunting Zhou, Xiang Kong, Junxian He, Liangke Gui, Graham Neubig, Jonathan May, Luke Zettlemoyer.
Mega: Moving Average Equipped Gated Attention (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). May 2023. - Lucio M. Dery, Paul Michel, Mikhail Khodak, Graham Neubig, Ameet Talwalkar.
AANG: Automating Auxiliary Learning (BibTex)
International Conference on Learning Representations (ICLR). May 2023. - Shuyan Zhou, Uri Alon, Frank F. Xu, Zhengbao Jiang, Graham Neubig.
DocPrompting: Generating Code by Retrieving the Docs (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). May 2023. - Machel Reid, Vincent Josua Hellendoorn, Graham Neubig.
DiffusER: Diffusion via Edit-based Reconstruction (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). May 2023. - Andy Liu, Hao Zhu, Emmy Liu, Yonatan Bisk, Graham Neubig.
Computational Language Acquisition with Theory of Mind (BibTex)
International Conference on Learning Representations (ICLR). May 2023. - Brian Yan, Siddharth Dalmia, Yosuke Higuchi, Graham Neubig, Florian Metze, Alan W Black, Shinji Watanabe.
CTC Alignments Improve Autoregressive Translation (BibTex)
Conference of the European Chapter of the Association for Computational Linguistics (EACL). May 2023. - Jimin Sun, Patrick Fernandes, Xinyi Wang, Graham Neubig.
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models (BibTex)
Findings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL). May 2023. - Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig.
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages (BibTex, Code/Data)
Findings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL). May 2023. - Aman Madaan, Alexander G Shypula, Uri Alon, Milad Hashemi, Parthasarathy Ranganathan, Yiming Yang, Graham Neubig, Amir Yazdanbakhsh.
Learning Performance-Improving Code Edits (BibTex)
Deep Learning for Code Workshop (DL4C). May 2023. - Shruti Rijhwani, Daisy Rosenblum, Michayla King, Antonios Anastasopoulos, Graham Neubig.
User-Centric Evaluation of OCR Systems for Kwak'wala (BibTex)
Workshop on The Use of Computational Methods in the Study of Endangered Languages (Compute-EL). March 2023.
2022
- John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick.
Paraphrastic Representations at Scale (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track. December 2022. - Haris Widjaja, Kiril Gashteovski, Wiem Ben Rim, Pengfei Liu, Christopher Malon, Daniel Ruffinelli, Carolin Lawrence, Graham Neubig.
KGxBoard: Explainable and Interactive Leaderboard for Evaluation of Knowledge Graph Completion Models (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track. December 2022. - Kayo Yin, Graham Neubig.
Interpreting Language Models with Contrastive Explanations (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2022. Best Paper Honorable Mention. - David Adelani, Graham Neubig, Sebastian Ruder, Shruti Rijhwani, Dietrich Klakow, Michael Coenraad Beukman, Chester Palen-Michel, Constantine Lignos, Jesujoba Alabi, Shamsuddeen Hassan Muhammad, Peter Nabende, Cheikh M. Bamba Dione, Andiswa Bukula, Rooweither Mabuya, Bonaventure F. P. Dossou, Blessing Sibanda, Happy Buzaaba, Jonathan Mukiibi, Godson K. KALIPE, Derguene Mbaye, Amelia Taylor, Fatoumata Ouoba Kabore, Chris Chinenye Emezue, Anuoluwapo Aremu, Perez Ogayo, Catherine Gitau, Edwin Munkoh-Buabeng, victoire Memdjokam Koagne, Allahsera Auguste Tapo, Tebogo Macucwa, Vukosi Marivate, MBONING TCHIAZE Elvis, Tajuddeen Gwadabe, Tosin Adewumi, Orevaoghene Ahia, Joyce Nakatumba-Nabende, Neo Lerato Mokono, Ignatius Ezeani, Chiamaka Chukwuneke, Mofetoluwa Oluwaseun Adeyemi, Gilles Quentin HACHEME, Idris Abdulmumin, Odunayo Jude Ogundepo, Oreen Yousuf, Tatiana Moteu.
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2022. - Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig.
Language Models of Code are Few-Shot Commonsense Learners (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2022. - Machel Reid, Graham Neubig.
Learning to Model Editing Processes (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2022. - Emmy Liu, Graham Neubig.
Are representations built from the ground up? An empirical examination of local composition in language models (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2022. - Yaushian Wang, Ashley Wu, Graham Neubig.
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2022. - Zhengbao Jiang, Luyu Gao, Zhiruo Wang, Jun Araki, Haibo Ding, Jamie Callan, Graham Neubig.
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer (BibTex)
Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2022. - Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig.
Prompt Consistency for Zero-Shot Task Generalization (BibTex, Code/Data)
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2022. - Amanda Bertsch, Graham Neubig, Matthew R. Gormley.
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues (BibTex, Code/Data)
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). December 2022. - Patrick Fernandes, Marcos Vinicius Treviso, Danish Pruthi, Andre Martins, Graham Neubig.
Learning to Scaffold: Optimizing Model Explanations for Teaching (BibTex, Code/Data)
Conference on Neural Information Processing Systems (NeurIPS). November 2022. - Zhengbao Jiang, Jun Araki, Haibo Ding, Graham Neubig.
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering (BibTex, Code/Data)
International Conference on Computational Linguistics (COLING). October 2022. - Perez Ogayo, Graham Neubig, Alan W Black.
Building African Voices (BibTex, Code/Data)
23rd Annual Conference of the International Speech Communication Association (InterSpeech 2022). September 2022. - Weizhe Yuan, Pengfei Liu, Graham Neubig.
Can We Automate Scientific Reviewing? (BibTex, Code/Data)
Journal of Artificial Intelligence Research. September 2022. - Pengfei Liu, Weizhe Yuan, Jinlan Fu, Zhengbao Jiang, Hiroaki Hayashi, Graham Neubig.
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing (BibTex)
ACM Computing Surveys. September 2022. - Emmy Liu, Chenxuan Cui, Kenneth Zheng, Graham Neubig.
Testing the Ability of Language Models to Interpret Figurative Language (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). July 2022. - Patrick Fernandes, António Farinhas, Ricardo Rei, José Guilherme Camargo de Souza, Perez Ogayo, Graham Neubig, Andre Martins.
Quality-Aware Decoding for Neural Machine Translation (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). July 2022. - Zhengbao Jiang, Yi Mao, Pengcheng He, Graham Neubig, Weizhu Chen.
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). July 2022. - Hao Zhu, Yonatan Bisk, Graham Neubig.
Language Learning from Communicative Goals and Linguistic Input (BibTex)
The Annual Conference of the Cognitive Science Society (CogSci). July 2022. - Uri Alon, Frank F. Xu, Junxian He, Sudipta Sengupta, Dan Roth, Graham Neubig.
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval (BibTex, Code/Data)
International Conference on Machine Learning (ICML). July 2022. - Melanie Sclar, Graham Neubig, Yonatan Bisk.
Symmetric Machine Theory of Mind (BibTex)
International Conference on Machine Learning (ICML). July 2022. - Luke Dramko, Jeremy Lacomis, Pengcheng Yin, Ed Schwartz, Miltiadis Allamanis, Graham Neubig, Bogdan Vasilescu, Claire Le Goues.
DIRE and its Data: Neural Decompiled Variable Renamings with Respect to Software Class (BibTex)
ACM Transactions on Software Engineering and Methodology (TOSEM). July 2022. - Zhiruo Wang, Zhengbao Jiang, Eric Nyberg, Graham Neubig.
Table Retrieval May Not Necessitate Table-specific Model Design (BibTex)
Workshop on Structured and Unstructured Knowledge Integration (SUKI). July 2022. - Shuyan Zhou, Pengcheng Yin, Graham Neubig.
Hierarchical Control of Situated Agents through Natural Language (BibTex)
Workshop on Structured and Unstructured Knowledge Integration (SUKI). July 2022. - Qibin Chen, Jeremy Lacomis, Edward Schwartz, Graham Neubig, Bogdan Vasilescu, Claire Le Goues.
VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning (BibTex, Code/Data)
IEEE/ACM International Conference on Software Engineering (ICSE). May 2022. - Abteen Ebrahimi, Manuel Mager, Arturo Oncevay, Vishrav Chaudhary, Luis Chiruzzo, Angela Fan, John Ortega, Ricardo Ramos, Annette Rios, Ivan Vladimir Meza Ruiz, Gustavo A. Giménez-Lugo, Elisabeth Mager, Graham Neubig, Alexis Palmer, Rolando Coto-Solano, Thang Vu, Katharina Kann.
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). May 2022. - Damian E Blasi, Antonios Anastasopoulos, Graham Neubig.
Systematic Inequalities in Language Technology Performance across the World’s Languages (BibTex)
Annual Conference of the Association for Computational Linguistics (ACL). May 2022. - Yixin Liu, Pengfei Liu, Dragomir Radev, Graham Neubig.
BRIO: Bringing Order to Abstractive Neural Summarization (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). May 2022. - Junjie Hu, Hiroaki Hayashi, Kyunghyun Cho, Graham Neubig.
DEEP: DEnoising Entity Pre-training for Neural Machine Translation (BibTex)
Annual Conference of the Association for Computational Linguistics (ACL). May 2022. - Pengcheng Yin, John Frederick Wieting, Avirup Sil, Graham Neubig.
On The Ingredients of an Effective Zero-shot Semantic Parser (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). May 2022. - Xinyi Wang, Sebastian Ruder, Graham Neubig.
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). May 2022. - Shuyan Zhou, Li Zhang, Yue Yang, Qing Lyu, Ricardo Gonzale, Pengcheng Yin, Chris Callison-Burch, Graham Neubig.
Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). May 2022. - Ting-Rui Chiang, Yi-Pei Chen, Yi-Ting Yeh, Graham Neubig.
Breaking Down Multilingual Machine Translation (BibTex)
Findings of the Annual Conference of the Association for Computational Linguistics (ACL). May 2022. - Yang Xiao, Jinlan Fu, Weizhe Yuan, Vijay Viswanathan, Zhoumianze Liu, Yixin Liu, Graham Neubig, Pengfei Liu.
DataLab: A Platform for Data Analysis and Intervention (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL) Demo Track. May 2022. Outstanding Demo Paper. - Frank F. Xu, Junxian He, Graham Neubig, Vincent Josua Hellendoorn.
Capturing Structural Locality in Non-parametric Language Models (BibTex)
International Conference on Learning Representations (ICLR). April 2022. - Paul Michel, Tatsunori Hashimoto, Graham Neubig.
Distributionally Robust Models with Parametric Likelihood Ratios (BibTex)
International Conference on Learning Representations (ICLR). April 2022. - Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig.
Towards a Unified View of Parameter-Efficient Transfer Learning (BibTex)
International Conference on Learning Representations (ICLR). April 2022. Spotlight. - Lucio M. Dery, Paul Michel, Ameet Talwalkar, Graham Neubig.
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative (BibTex)
International Conference on Learning Representations (ICLR). April 2022. - Alexander G Shypula, Pengcheng Yin, Jeremy Lacomis, Claire Le Goues, Edward Schwartz, Graham Neubig.
Learning to Superoptimize Real-World Programs (BibTex)
Deep Learning for Code Workshop (DL4C). April 2022. Best Paper. - Frank F. Xu, Uri Alon, Graham Neubig, Vincent J. Hellendoorn.
A Systematic Evaluation of Large Language Models of Code (BibTex, Code/Data)
Deep Learning for Code Workshop (DL4C). April 2022. - Siddhant Arora, Danish Pruthi, Norman Sadeh, William Cohen, Zachary Lipton, Graham Neubig.
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations (BibTex, Code/Data)
Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI). February 2022.
2021
- Shruti Rijhwani, Daisy Rosenblum, Antonios Anastasopoulos, Graham Neubig.
Lexically-Aware Semi-Supervised Learning for OCR Post-Correction (BibTex, Code/Data)
Transactions of the Association for Computational Linguistics (TACL). 2021. - Frank F. Xu, Bogdan Vasilescu, Graham Neubig.
In-IDE Code Generation from Natural Language: Promise and Challenges (BibTex, Code/Data)
ACM Transactions on Software Engineering and Methodology (TOSEM). 2021. - Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, Livio Baldini Soares, Michael Collins, Zachary C. Lipton, Graham Neubig, William W. Cohen.
Evaluating Explanations: How much do explanations from the teacher aid students? (BibTex)
Transactions of the Association for Computational Linguistics (TACL). 2021. - Weizhe Yuan, Graham Neubig, Pengfei Liu.
BARTScore: Evaluating Generated Text as Text Generation (BibTex, Code/Data)
Conference on Neural Information Processing Systems (NeurIPS). December 2021. - Adithya Pratapa, Antonios Anastasopoulos, Shruti Rijhwani, Aditi Chaudhary, David R. Mortensen, Graham Neubig, Yulia Tsvetkov.
Evaluating the Morphosyntactic Well-formedness of Generated Texts (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2021. - Chunting Zhou, Daniel Levy, Xian Li, Marjan Ghazvininejad, Graham Neubig.
Distributionally Robust Multilingual Machine Translation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2021. - Sebastian Ruder, Noah Constant, Jan Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson.
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2021. - Aditi Chaudhary, Kayo Yin, Antonios Anastasopoulos, Graham Neubig.
When is Wall a Pared and when a Muro?: Extracting Rules Governing Lexical Selection (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2021. - Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick.
Efficient Nearest Neighbor Language Models (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2021. - Machel Reid, Junjie Hu, Graham Neubig, Yutaka Matsuo.
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2021. - Xinyi Wang, Yulia Tsvetkov, Sebastian Ruder, Graham Neubig.
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties (BibTex)
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2021. - Ruisi Su, Shruti Rijhwani, Hao Zhu, Junxian He, Xinyu Wang, Yonatan Bisk, Graham Neubig.
Dependency Induction Through the Lens of Visual Perception (BibTex, Code/Data)
The SIGNLL Conference on Computational Natural Language Learning (CoNLL). November 2021. - Junjie Hu, Graham Neubig.
Phrase-level Active Learning for Neural Machine Translation (BibTex)
The Sixth Conference on Machine Translation (WMT). November 2021. - David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, Daniel D'souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Anuoluwapo Aremu, Catherine Gitau, Derguene Mbaye, Jesujoba Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane MBOUP, Dibora Gebreyohannes, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing Sibanda, Orevaoghene Ahia, Bonaventure F. P. Dossou, Kelechi Ogueji, Thierno Ibrahima DIOP, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei.
MasakhaNER: Named Entity Recognition for African Languages (BibTex, Code/Data)
Transactions of the Association for Computational Linguistics (TACL). October 2021. - Zhengbao Jiang, Haibo Ding, Jun Araki, Graham Neubig.
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering (BibTex)
Transactions of the Association for Computational Linguistics. September 2021. - Patrick Fernandes, Kayo Yin, Graham Neubig, André F. T. Martins.
Measuring and Increasing Context Usage in Context-Aware Machine Translation (BibTex, Code/Data)
Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP). August 2021. - Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig.
Do Context-Aware Translation Models Pay the Right Attention? (BibTex, Code/Data)
Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP). August 2021. - Vijay Viswanathan, Graham Neubig, Pengfei Liu.
CitationIE: Leveraging the Citation Graph for Scientific Information Extraction (BibTex, Code/Data)
Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP). August 2021. - Chunting Zhou, Graham Neubig, Jiatao Gu, Mona Diab, Francisco Guzmán, Luke Zettlemoyer, Marjan Ghazvininejad.
Detecting Hallucinated Content in Conditional Neural Sequence Generation (BibTex)
Findings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP Findings). August 2021. - Pengfei Liu, Jinlan Fu, Yang Xiao, Weizhe Yuan, Shuaichen Chang, Junqi Dai, Yixin Liu, Zihuiwen Ye, Graham Neubig.
ExplainaBoard: An Explainable Leaderboard for NLP (BibTex, Code/Data)
Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP) Demo Track. August 2021. Best Demo Paper. - Kathleen Siminyu, Xinjian Li, Antonios Anastasopoulos, David R. Mortensen, Michael Marlo, Graham Neubig.
Phoneme Recognition through Fine Tuning of Phonetic Representations: a Case Study on Luhya Language Varieties (BibTex)
22nd Annual Conference of the International Speech Communication Association (InterSpeech 2021). August 2021. - Qibin Chen, Jeremy Lacomis, Edward Schwartz, Claire Le Goues, Graham Neubig, Bogdan Vasilescu.
Augmenting Decompiler Output with Learned Variable Names and Types (BibTex, Code/Data)
31st USENIX Security Symposium. August 2021. Distinguished Paper Award. - Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg.
Data Augmentation for Sign Language Gloss Translation (BibTex)
1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL). August 2021. - Chunting Zhou, Xuezhe Ma, Paul Michel, Graham Neubig.
Examining and Combating Spurious Features under Distribution Shift (BibTex, Code/Data)
International Conference on Machine Learning (ICML). July 2021. - Hao Zhu, Graham Neubig, Yonatan Bisk.
Few-shot Language Coordination by Modeling Theory of Mind (BibTex)
International Conference on Machine Learning (ICML). July 2021. - Xinyi Wang, Sebastian Ruder, Graham Neubig.
Multi-view Subword Regularization (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2021. - Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig.
GSum: A General Framework for Guided Neural Abstractive Summarization (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2021. - Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander Hauptmann.
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2021. - Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig.
Explicit Alignment Objectives for Multilingual Bidirectional Encoders (BibTex)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2021. - Pengcheng Yin, Hao Fang, Graham Neubig, Adam Pauls, Emmanouil Antonios Platanios, Yu Su, Sam Thomson, Jacob Andreas.
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention (BibTex)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2021. - Yixin Liu, Graham Neubig, John Wieting.
On Learning Text Style Transfer with Direct Rewards (BibTex)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2021. - Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah.
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2021. - Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig.
Learning Structural Edits via Incremental Tree Transformations (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). May 2021. - Paul Michel, Tatsunori Hashimoto, Graham Neubig.
Modeling the Second Player in Distributionally Robust Optimization (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). May 2021. - Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig.
Meta Back-Translation (BibTex)
International Conference on Learning Representations (ICLR). May 2021. - Zihuiwen Ye, Pengfei Liu, Jinlan Fu, Graham Neubig.
Towards More Fine-grained and Reliable NLP Performance Prediction (BibTex, Code/Data)
Conference of the European Chapter of the Association for Computational Linguistics (EACL). April 2021. - Zi-Yi Dou, Graham Neubig.
Word Alignment by Fine-tuning Embeddings on Parallel Corpora (BibTex, Code/Data)
Conference of the European Chapter of the Association for Computational Linguistics (EACL). April 2021.
2020
- Hiroaki Hayashi, Prashant Budania, Peng Wang, Chris Ackerson, Raj Neervannan, Graham Neubig.
WikiAsp: A Dataset for Multi-domain Aspect-based Summarization (BibTex, Code/Data)
Transactions of the Association for Computational Linguistics (TACL). 2020. - Aditi Chaudhary, Zaid Sheikh, Antonios Anastasopoulos, Graham Neubig.
Reducing Confusion in Active Learning for Part-Of-Speech Tagging (BibTex, Code/Data)
Transactions of the Association for Computational Linguistics (TACL). 2020. - Junxian He, Taylor Berg-Kirkpatrick, Graham Neubig.
Learning Sparse Prototypes for Text Generation (BibTex)
Conference on Neural Information Processing Systems (NeurIPS). December 2020. - Xingyuan Zhao, Satoru Ozaki, Antonios Anastasopoulos, Graham Neubig, Lori Levin.
Automatic Interlinear Glossing for Under-Resourced Languages Leveraging Translations (BibTex)
International Conference on Computational Linguistics (COLING). December 2020. - Hao Zhu, Yonatan Bisk, Graham Neubig.
The Return of Lexical Dependencies: Neural Lexicalized PCFGs (BibTex, Code/Data)
Transactions of the Association for Computational Linguistics (TACL). November 2020. - Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa, David R. Mortensen, Zaid Sheikh, Yulia Tsvetkov, Graham Neubig.
Automatic Extraction of Rules Governing Morphological Agreement (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2020. - Shruti Rijhwani, Antonios Anastasopoulos, Graham Neubig.
OCR Post-Correction for Endangered Language Texts (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2020. - Zhengbao Jiang, Antonios Anastasopoulos, Jun Araki, Haibo Ding, Graham Neubig.
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2020. - John Wieting, Graham Neubig, Taylor Berg-Kirkpatrick.
A Bilingual Generative Transformer for Semantic Sentence Embedding (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2020. - Manik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, Pengfei Liu, Graham Neubig.
Re-evaluating Evaluation in Text Summarization (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2020. - Jinlan Fu, Pengfei Liu, Graham Neubig.
Interpretable Multi-dataset Evaluation for Named Entity Recognition (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2020. - Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig.
Dynamic Data Selection and Weighting for Iterative Back-Translation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2020. - Sai Muralidhar Jayanthi, Danish Pruthi, Graham Neubig.
NeuSpell: A Neural Spelling Correction Toolkit (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track. November 2020. - Luyu Gao, Xinyi Wang, Graham Neubig.
Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation (BibTex, Code/Data)
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2020. - Danish Pruthi, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton.
Weakly- and Semi-supervised Evidence Extraction (BibTex, Code/Data)
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2020. - Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federmann, Dmitriy Genzel, Franscisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, Will Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur.
TICO-19: the Translation Initiative for COvid-19 (BibTex)
NLP COVID-19 Workshop. November 2020. - Frank F. Xu, Lei Ji, Botian Shi, Junyi Du, Graham Neubig, Yonatan Bisk, Nan Duan.
A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos (BibTex, Code/Data)
NLP Beyond Text Workshop (NLPBT). November 2020. - Lucia Specia, Zhenhao Li, Juan Pino, Vishrav Chaudhary, Francisco Guzman, Graham Neubig, Nadir Durrani, Yonatan Belinkov, Philipp Koehn, Hassan Sajjad, Paul Michel, Xian Li.
Findings of the WMT 2020 Shared Task on Machine Translation Robustness (BibTex)
Proceedings of the Fifth Conference on Machine Translation (WMT). November 2020. - Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig.
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). July 2020. - Antonios Anastasopoulos, Graham Neubig.
Should All Cross-Lingual Embeddings Speak English? (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). July 2020. - Zhengbao Jiang, Wei Xu, Jun Araki, Graham Neubig.
Generalizing Natural Language Analysis through Span-relation Representations (BibTex)
Annual Conference of the Association for Computational Linguistics (ACL). July 2020. - Xinyi Wang, Yulia Tsvetkov, Graham Neubig.
Balancing Training for Multilingual Neural Machine Translation (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). July 2020. - Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig.
Predicting Performance for Natural Language Processing Tasks (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). July 2020. - Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye.
Politeness Transfer: A Tag and Generate Approach (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). July 2020. - Danish Pruthi, Mansi Gupta, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton.
Learning to Deceive with Attention-Based Explanations (BibTex)
Annual Conference of the Association for Computational Linguistics (ACL). July 2020. - Shruti Rijhwani, Shuyan Zhou, Graham Neubig, Jaime Carbonell.
Soft Gazetteers for Low-resource Named Entity Recognition (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). July 2020. - Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel.
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). July 2020. - Keita Kurita, Paul Michel, Graham Neubig.
Weight Poisoning Attacks on Pretrained Models (BibTex, Code/Data)
Annual Conference of the Association for Computational Linguistics (ACL). July 2020. - Zhengbao Jiang, Frank F. Xu, Jun Araki, Graham Neubig.
How Can We Know What Language Models Know? (BibTex, Code/Data)
Transactions of the Association for Computational Linguistics (TACL). July 2020. - Nikitha Murikinati, Antonios Anastasopoulos, Graham Neubig.
Transliteration for Cross-Lingual Morphological Inflection (BibTex)
Proceedings of SIGMORPHON 2020. July 2020. - Xinyi Wang, Hieu Pham, Paul Michel, Antonios Anastasopoulos, Jaime Carbonell, Graham Neubig.
Optimizing Data Usage via Differentiable Rewards (BibTex)
International Conference on Machine Learning (ICML). July 2020. - Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson.
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation (BibTex, Code/Data)
International Conference on Machine Learning (ICML). July 2020. - Zhengbao Jiang, Jun Araki, Donghan Yu, Ruohong Zhang, Wei Xu, Yiming Yang, Graham Neubig.
Learning Relation Entailment with Structured and Textual Information (BibTex)
Automated Knowledge Base Construction Conference (AKBC). June 2020. - Xinjian Li, Siddharth Dalmia, Juncheng Li, Patrick Littell, Matthew Lee, Jiali Yao, Antonios Anastasopoulos, David Mortensen, Graham Neubig, Alan Black, Florian Metze.
Universal Phone Recognition with a Multilingual Allophone System (BibTex)
2020 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). May 2020. - David R. Mortensen, Xinjian Li, Patrick Littell, Alexis Michaud, Shruti Rijhwani, Antonios Anastasopoulos, Alan W. Black, Florian Metze, Graham Neubig.
AlloVera: A Multilingual Allophone Database (BibTex, Code/Data)
Language Resources and Evaluation Conference (LREC). May 2020. - Graham Neubig, Shruti Rijhwani, Alexis Palmer, Jordan MacKenzie, Hilaria Cruz, Xinjian Li, Matthew Lee, Aditi Chaudhary, Luke Gessler, Steven Abney, Shirley Anugrah Hayati, Antonios Anastasopoulos, Olga Zamaraeva, Emily Prud'hommeaux, Jennette Child, Sara Child, Rebecca Knowles, Sarah Moeller, Jeffrey Micher, Yiyuan Li, Sydney Zink, Mengzhou Xia, Roshan S Sharma, Patrick Littell.
A Summary of the First Workshop on Language Technology for Language Documentation and Revitalization (BibTex)
Proceedings of the 1st Joint SLTU and CCURL Workshop. May 2020. - Chunting Zhou, Jiatao Gu, Graham Neubig.
Understanding Knowledge Distillation in Non-autoregressive Machine Translation (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). April 2020. - Junxian He, Xinyi Wang, Graham Neubig, Taylor Berg-Kirkpatrick.
A Probabilistic Formulation of Unsupervised Text Style Transfer (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). April 2020. - Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen.
Differentiable Reasoning over a Virtual Knowledge Base (BibTex)
International Conference on Learning Representations (ICLR). April 2020. - Zirui Wang, Jiateng Xie, Ruochen Xu, Yiming Yang, Graham Neubig, Jaime G. Carbonell.
Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework (BibTex, Code/Data)
International Conference on Learning Representations (ICLR). April 2020. - Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime Carbonell, Graham Neubig.
Improving Candidate Generation for Low-resource Cross-lingual Entity Linking (BibTex, Code/Data)
Transactions of the Association of Computational Linguistics (TACL). April 2020. - Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos, Yiming Yang Graham Neubig.
Practical Comparable Data Collection for Low-Resource Languages via Images (BibTex, Code/Data)
Practical Machine Learning for Developing Countries (PML4DC) workshop. April 2020. - Ansong Ni, Pengcheng Yin, Graham Neubig.
Merging Weak and Active Supervision for Semantic Parsing (BibTex, Code/Data)
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI). February 2020. - Junjie Hu, Yu Cheng, Zhe Gan, Jingjing Liu, Jianfeng Gao, Graham Neubig.
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling (BibTex, Code/Data)
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI). February 2020. - Hiroaki Hayashi, Zecong Hu, Chenyan Xiong, Graham Neubig.
Latent Relation Language Models (BibTex)
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI). February 2020. - Samuel Laubli, Sheila Castilho, Graham Neubig, Rico Sennrich, Qinlan Shen, Antonio Toral.
A Set of Recommendations for Assessing Human–Machine Parity in Language Translation (BibTex)
Journal of Artificial Intelligence Research (JAIR). February 2020. - Odette Scharenborg, Laurent Besacier, Alan Black, Mark Hasegawa-Johnson, Florian Metze, Graham Neubig, Sebastian Stüker, Pierre Godard, Markus Müller, Lucas Ondel, Shruti Palaskar, Philip Arthur, Francesco Ciannella, Mingxing Du, Elin Larsen, Danny Merkx, Rachid Riad, Liming Wang, Emmanuel Dupoux.
Speech Technology for Unwritten Languages (BibTex)
Transactions on Audio, Speech, and Language Processing. February 2020. - Elizabeth Salesky, Andrew Runge, Alex Coda, Jan Niehues, Graham Neubig.
Optimizing Segmentation Granularity for Neural Machine Translation (BibTex)
Machine Translation. January 2020.
2019
- Paul Michel, Omer Levy, Graham Neubig.
Are Sixteen Heads Really Better than One? (BibTex, Code/Data)
Conference on Neural Information Processing Systems (NeurIPS). December 2019. - Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura.
Multi-Source Neural Machine Translation with Missing Data (BibTex)
Transactions of Audio, Speech, and Language Processing. December 2019. - Jeremy Lacomis, Pengcheng Yin, Edward J. Schwartz, Miltiadis Allamanis, Claire Le Goues, Graham Neubig, Bogdan Vasilescu.
DIRE: A Neural Approach to Decompiled Identifier Renaming (BibTex, Code/Data)
34th IEEE/ACM International Conference on Automated Software Engineering (ASE). November 2019. - Aditi Chaudhary, Jiateng Xie, Zaid Sheikh, Graham Neubig, Jaime Carbonell.
A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2019. - Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig.
Handling Syntactic Divergence in Low-resource Machine Translation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2019. - Xuezhe Ma, Chunting Zhou, Xian Li, Graham Neubig, Eduard Hovy.
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2019. - Antonios Anastasopoulos, Graham Neubig.
Pushing the Limits of Low-Resource Morphological Inflection (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2019. - Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig.
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2019. - Bohan Li, Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang.
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2019. - Austin Matthews, Graham Neubig, Chris Dyer.
Comparing Top-down and Bottom-up Neural Generative Dependency Models (BibTex)
The SIGNLL Conference on Computational Natural Language Learning (CoNLL). November 2019. - Shuyan Zhou, Shruti Rijhwani, Graham Neubig.
Towards Zero-resource Cross-lingual Entity Linking (BibTex, Code/Data)
Workshop on Deep Learning for Low-resource NLP (DeepLo). November 2019. - Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig.
Domain Differential Adaptation for Neural Machine Translation (BibTex, Code/Data)
Workshop on Neural Generation and Translation (WNGT). November 2019. - Hiroaki Hayashi, Yusuke Oda, Alexandra Birch, Ioannis Konstas, Andrew Finch, Minh-Thang Luong, Graham Neubig, Katsuhito Sudoh.
Findings of the Third Workshop on Neural Generation and Translation (BibTex, Code/Data)
Workshop on Neural Generation and Translation (WNGT). November 2019. - Denis Peskov, Joe Barrow, Pedro Rodriguez, Graham Neubig, Jordan Boyd-Graber.
Mitigating Noisy Inputs for Question Answering (BibTex)
20th Annual Conference of the International Speech Communication Association (InterSpeech 2019). September 2019. - Bhargavi Paranjape, Graham Neubig.
Contextualized Representations for Low-resource Utterance Tagging (BibTex)
The 20th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL).. September 2019. - Xian Li, Paul Michel, Antonios Anastasopoulos, Yonatan Belinkov, Nadir Durrani, Orhan Firat, Philipp Koehn, Graham Neubig, Juan Pino, Hassan Sajjad.
Findings of the First Shared Task on Machine Translation Robustness (BibTex)
4th Conference on Machine Translation (WMT). August 2019. - Shuyan Zhou, Xiangkai Zeng, Yingqi Zhou, Antonios Anastasopoulos, Graham Neubig.
Improving Robustness of Neural Machine Translation with Multi-task Learning (BibTex)
4th Conference on Machine Translation (WMT). August 2019. - Junxian He, Zhisong Zhang, Taylor Berg-Kirkpatrick, Graham Neubig.
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections (BibTex, Code/Data)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - Junjie Hu, Mengzhou Xia, Graham Neubig, Jaime Carbonell.
Domain Adaptation of Neural Machine Translation by Lexicon Induction (BibTex, Code/Data)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, Graham Neubig.
Generalized Data Augmentation for Low-Resource Translation (BibTex, Code/Data)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, Graham Neubig.
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity (BibTex, Code/Data)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick.
Simple and Effective Paraphrastic Similarity from Parallel Translations (BibTex, Code/Data)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, Matthew R. Gormley, Graham Neubig.
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces (BibTex, Code/Data)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig.
Choosing Transfer Languages for Cross-Lingual Learning (BibTex, Code/Data)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - Pengcheng Yin, Graham Neubig.
Reranking for Neural Semantic Parsing (BibTex)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - Xinyi Wang, Graham Neubig.
Target Conditioned Sampling: Optimizing Data Selection for Multilingual Neural Machine Translation (BibTex, Code/Data)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - Matthias Sperber, Graham Neubig, Ngoc-Quan Pham, Alex Waibel.
Self-Attentional Models for Lattice Inputs (BibTex)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - Zhengbao Jiang, Pengcheng Yin, Graham Neubig.
Improving Open Information Extraction via Iterative Rank-Aware Learning (BibTex, Code/Data)
The 57th Annual Meeting of the Association for Computational Linguistics (ACL). July 2019. - Vaibhav, Sumeet Singh, Craig Stewart, Graham Neubig.
Improving Robustness of Machine Translation with Synthetic Noise (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2019. - Nikolai Vogler, Craig Stewart, Graham Neubig.
Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2019. - Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabas Poczos, Tom Mitchell.
Competence-based Curriculum Learning for Neural Machine Translation (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2019. - Paul Michel, Xian Li, Graham Neubig, Juan Pino.
On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2019. - Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig.
Density Matching for Bilingual Word Embedding (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2019. - Shonosuke Ishiwatari, Hiroaki Hayashi, Naoki Yoshinaga, Graham Neubig, Shoetsu Sato, Masashi Toyoda, Masaru Kitsuregawa.
Learning to Describe Unknown Phrases with Local and Global Contexts (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2019. - Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang.
compare-mt: A Tool for Holistic Comparison of Language Generation Systems (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL) Demo Track. June 2019. Best Demo Runner-up. - Xinyi Wang, Hieu Pham, Philip Arthur, Graham Neubig.
Multilingual Neural Machine Translation With Soft Decoupled Encoding (BibTex)
International Conference on Learning Representations (ICLR). May 2019. - Pengcheng Yin, Graham Neubig, Miltiadis Allamanis, Marc Brockschmidt, Alexander L. Gaunt.
Learning to Represent Edits (BibTex)
International Conference on Learning Representations (ICLR). May 2019. - Junxian He, Daniel Spokoyny, Graham Neubig, Taylor Berg-Kirkpatrick.
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders (BibTex)
International Conference on Learning Representations (ICLR). May 2019. - Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel.
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation (BibTex)
Transactions of the Association for Computational Linguistics. March 2019. - Graham Neubig, Patrick Littell, Chian-Yu Chen, Jean Lee, Zirui Li, Yu-Hsiang Lin, Yuyan Zhang.
Towards a General-Purpose Linguistic Annotation Backend (BibTex)
Workshop on The Use of Computational Methods in the Study of Endangered Languages (Compute-EL). February 2019. - Graham Neubig.
Does Not Compute? (BibTex)
The Linguist. February 2019. - Shruti Rijhwani, Jiateng Xie, Graham Neubig, Jaime Carbonell.
Zero-shot Neural Transfer for Cross-lingual Entity Linking (BibTex, Code/Data)
Thirty-Third AAAI Conference on Artificial Intelligence (AAAI). January 2019. - Xiang Kong, Bohan Li, Graham Neubig, Eduard Hovy, Yiming Yang.
An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation (BibTex)
AAAI 2019 Workshop on Reasoning and Learning for Human-Machine Dialogues (DEEP-DIAL 2019). January 2019.
2018
- Pengcheng Yin, Graham Neubig.
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP) Demo Track. November 2018. - Junxian He, Graham Neubig, Taylor Berg-Kirkpatrick.
Unsupervised Learning of Syntactic Structure with Invertible Neural Projections (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2018. - Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom Mitchell.
Contextual Parameter Generation for Universal Neural Machine Translation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2018. - Xinyi Wang, Hieu Pham, Pengcheng Yin, Graham Neubig.
A Tree-based Decoder for Neural Machine Translation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2018. - Xinyi Wang, Hieu Pham, Zihang Dai, Graham Neubig.
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation (BibTex)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2018. - Aditi Chaudhary, Chunting Zhou, Lori Levin, Graham Neubig, David R. Mortensen, Jaime Carbonell.
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2018. - Graham Neubig, Junjie Hu.
Rapid Adaptation of Neural Machine Translation to New Languages (BibTex, Code/Data, Slides)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2018. - Paul Michel, Graham Neubig.
MTNT: A Testbed for Machine Translation of Noisy Text (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2018. - Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A. Smith, Jaime Carbonell.
Neural Cross-lingual Named Entity Recognition with Minimal Resources (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2018. - Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru, Pengcheng Yin, Anthony Tomasic, Graham Neubig.
Retrieval-Based Neural Code Generation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2018. - Devendra Sachan, Graham Neubig.
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models (BibTex, Code/Data, Slides)
3nd Conference on Machine Translation (WMT). October 2018. - Junjie Hu, Wei-Cheng Chang, Yuexin Wu, Graham Neubig.
Contextual Encoding for Translation Quality Estimation (BibTex, Code/Data)
3rd Conference on Machine Translation (WMT). October 2018. - Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura.
Multi-Source Neural Machine Translation with Data Augmentation (BibTex)
15th International Workshop on Spoken Language Translation (IWSLT). October 2018. Best Student Paper Award. - Matthias Sperber, Jan Niehues, Graham Neubig, Sebastian Stüker, Alex Waibel.
Self-attentional Acoustic Models (BibTex, Code/Data)
19th Annual Conference of the International Speech Communication Association (InterSpeech 2018). September 2018. - Alexis Michaud, Oliver Adams, Trevor Anthony Cohn, Graham Neubig, Séverine Guillaume.
Integrating Automatic Transcription into the Language Documentation Workflow: Experiments with Na Data and the Persephone Toolkit (BibTex)
Language Documentation and Conservation. September 2018. - Jacob Buckman, Graham Neubig.
Neural Lattice Language Models (BibTex, Code/Data)
Transactions of the Association for Computational Linguistics (TACL). August 2018. - Aakanksha Naik, Abhilasha Ravichander, Norman Sadeh, Carolyn Rose, Graham Neubig.
Stress Test Evaluation for Natural Language Inference (BibTex, Code/Data)
The 27th International Conference on Computational Linguistics (COLING). August 2018. Area Chair Favorite Paper. - Shizhen Xu, Hao Zhang, Graham Neubig, Wei Dai, Jin Kyu Kim, Qirong Ho, Guangwen Yang, Eric P. Xing.
Cavs: An Efficient Runtime System for Dynamic Neural Networks (BibTex)
2018 USENIX Annual Technical Conference (USENIX ATC). July 2018. - Pengcheng Yin, Chunting Zhou, Junxian He, Graham Neubig.
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing (BibTex)
The 56th Annual Meeting of the Association for Computational Linguistics (ACL). July 2018. - Paul Michel, Graham Neubig.
Extreme Adaptation for Personalized Neural Machine Translation (BibTex, Code/Data)
The 56th Annual Meeting of the Association for Computational Linguistics (ACL). July 2018. - Harsh Jhamtani, Varun Gangal, Eduard Hovy, Graham Neubig, Taylor Berg-Kirkpatrick.
Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data (BibTex, Code/Data)
The 56th Annual Meeting of the Association for Computational Linguistics (ACL). July 2018. - Craig Stewart, Nikolai Vogler, Junjie Hu, Jordan Boyd-Graber, Graham Neubig.
Automatic Estimation of Simultaneous Interpreter Performance (BibTex, Code/Data)
The 56th Annual Meeting of the Association for Computational Linguistics (ACL). July 2018. - Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig.
Neural Factor Graph Models for Cross-lingual Morphological Tagging (BibTex, Code/Data)
The 56th Annual Meeting of the Association for Computational Linguistics (ACL). July 2018. - Xuezhe Ma, Zecong Hu, Jingzhou Liu, Nanyun Peng, Graham Neubig, Eduard Hovy.
Stack-Pointer Networks for Dependency Parsing (BibTex, Code/Data)
The 56th Annual Meeting of the Association for Computational Linguistics (ACL). July 2018. - Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura.
Multi-Source Neural Machine Translation with Missing Data (BibTex)
The Second Workshop on Neural Machine Translation and Generation (WNMT). July 2018. - Alexandra Birch, Andrew Finch, Minh-Thang Luong, Graham Neubig, Yusuke Oda.
Findings of the Second Workshop on Neural Machine Translation and Generation (BibTex)
The Second Workshop on Neural Machine Translation and Generation (WNMT). July 2018. - Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura.
Guiding Neural Machine Translation with Retrieved Translation Pieces (BibTex)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2018. - Yohan Jo, Shivani Poddar, Byungsoo Jeon, Qinlan Shen, Carolyn Rose, Graham Neubig.
Attentive Interaction Model: Modeling Changes in View in Argumentation (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2018. - Austin Matthews, Graham Neubig, Chris Dyer.
Using Morphological Knowledge in Open-Vocabulary Neural Language Models (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2018. - Frederick Liu, Han Lu, Graham Neubig.
Handling Homographs in Neural Machine Translation (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2018. - Pengcheng Yin, Bowen Deng, Edgar Chen, Bogdan Vasilescu, Graham Neubig.
Learning to Mine Parallel Natural Language/Source Code Corpora from Stack Overflow (BibTex, Code/Data)
40th International Conference on Software Engineering (ICSE) Poster Track. June 2018. - Ye Qi, Devendra Sachan, Matthieu Felix, Sarguna Padmanabhan, Graham Neubig.
When and Why Are Pre-trained Word Embeddings Useful for Neural Machine Translation? (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2018. - Oliver Adams, Trevor Cohn, Graham Neubig, Hilaria Cruz, Steven Bird, Alexis Michaud.
Evaluating Phonemic Transcription of Low-Resource Tonal Languages for Language Documentation (BibTex, Code/Data)
Language Resources and Evaluation Conference (LREC). May 2018. - Pengcheng Yin, Bowen Deng, Edgar Chen, Bogdan Vasilescu, Graham Neubig.
Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow (BibTex, Code/Data)
International Conference on Mining Software Repositories (MSR). May 2018. - Odette Scharenborg, Laurent Besacier, Alan Black, Mark Hasegawa-Johnson, Florian Metze, Graham Neubig, Sebastian Stuker, Pierre Godard, Markus Muller, Lucas Ondel, Shruti Palaskar, Philip Arthur, Francesco Ciannella, Mingxing Du, Elin Larsen, Danny Merkx, Rachid Riad, Liming Wang, Emmanuel Dupoux.
Linguistic Unit Discovery from Multi-modal Inputs in Unwritten Languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop (BibTex)
2018 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). April 2018. - Takatomo Kano, Shinnosuke Takamichi, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
An End-to-end Model for Cross-Lingual Transformation of Paralinguistic Information (BibTex)
Machine Translation. April 2018. - Graham Neubig, Matthias Sperber, Xinyi Wang, Matthieu Felix, Austin Matthews, Sarguna Padmanabhan, Ye Qi, Devendra Singh Sachan, Philip Arthur, Pierre Godard, John Hewitt, Rachid Riad, Liming Wang .
XNMT: The eXtensible Neural Machine Translation Toolkit (BibTex, Code/Data)
Conference of the Association for Machine Translation in the Americas (AMTA) Open Source Software Showcase. March 2018. - Kartik Goyal, Graham Neubig, Chris Dyer, Taylor Berg-Kirkpatrick.
A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models (BibTex)
Thirty-Second AAAI Conference on Artificial Intelligence (AAAI). February 2018.
2017
- Kazutaka Kubo, Kazuhiro Kobayashi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
An Investigation of How to Design Control Parameters for Statistical Voice Timbre Control (BibTex)
Asia Pacific Signal and Information Processing Association (APSIPA). December 2017. - Graham Neubig, Yoav Goldberg, Chris Dyer.
On-the-fly Operation Batching in Dynamic Computation Graphs (BibTex, Code/Data)
Conference on Neural Information Processing Systems (NIPS). December 2017. - Qizhe Xie, Zihang Dai, Yulun Du, Eduard Hovy, Graham Neubig.
Controllable Invariance through Adversarial Feature Learning (BibTex)
Conference on Neural Information Processing Systems (NIPS). December 2017. - Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura.
Improving Neural Machine Translation through Phrase-based Forced Decoding (BibTex)
Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP). November 2017. - Matthias Sperber, Graham Neubig, Jan Niehues, Satoshi Nakamura, Alex Waibel.
Transcribing Against Time (BibTex)
Speech Communication. October 2017. - Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel.
Neural Lattice-to-Sequence Models for Uncertain Inputs (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). September 2017. - Varun Gangal, Harsh Jhamtani, Graham Neubig, Eduard Hovy, Eric Nyberg.
Charmanteau: Character Embedding Models For Portmanteau Creation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). September 2017. - Chaitanya Malaviya, Graham Neubig, Patrick Littell.
Learning Language Representations for Typology Prediction (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). September 2017. - Akiva Miura, Graham Neubig, Katsuhito Sudoh, Satoshi Nakamura.
Tree as a Pivot: Syntactic Matching Methods in Pivot Translation (BibTex)
2nd Conference on Machine Translation (WMT). September 2017. - Takahiro Shinozaki, Shinji Watanabe, Daichi Mochihashi, Graham Neubig.
Semi-Supervised Learning of a Pronunciation Dictionary from Disjoint Phonemic Transcripts and Text (BibTex)
18th Annual Conference of the International Speech Communication Association (InterSpeech 2017). . August 2017. - Michael Denkowski, Graham Neubig.
Stronger Baselines for Trustable Results in Neural Machine Translation (BibTex)
The First Workshop on Neural Machine Translation (NMT). August 2017. Best Paper Award. - Makoto Morishita, Yusuke Oda, Graham Neubig, Koichiro Yoshino, Katsuhito Sudoh, Satoshi Nakamura.
An Empirical Study of Mini-Batch Creation Strategies for Neural Machine Translation (BibTex)
The First Workshop on Neural Machine Translation (NMT). August 2017. - Chunting Zhou, Graham Neubig.
Morphological Inflection Generation with Multi-space Variational Encoder-Decoders (BibTex, Errata)
The 2017 SIGNLL Conference on Computational Natural Language Learning (CoNLL). August 2017. - Abhilasha Ravichander, Thomas Manzini, Matthias Grabmair, Graham Neubig, Jonathan Francis, Eric Nyberg.
How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing (BibTex, Code/Data)
The 18th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL). August 2017. - Pengcheng Yin, Graham Neubig.
A Syntactic Neural Model for General-Purpose Code Generation (BibTex, Code/Data)
The 55th Annual Meeting of the Association for Computational Linguistics (ACL). July 2017. - Frederick Liu, Han Lu, Chieh Lo, Graham Neubig.
Learning Character-level Compositionality with Visual Features (BibTex, Code/Data)
The 55th Annual Meeting of the Association for Computational Linguistics (ACL). July 2017. - Yusuke Oda, Philip Arthur, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura.
Neural Machine Translation via Binary Code Prediction (BibTex, Code/Data)
The 55th Annual Meeting of the Association for Computational Linguistics (ACL). July 2017. - Chunting Zhou, Graham Neubig.
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction (BibTex, Code/Data)
The 55th Annual Meeting of the Association for Computational Linguistics (ACL). July 2017. - Jiatao Gu, Graham Neubig, Kyunghyun Cho, Victor O.K. Li.
Learning to Translate in Real-time with Neural Machine Translation (BibTex, Code/Data)
15th Conference of the European Chapter of the Association for Computational Linguistics (EACL). April 2017. - Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig, Noah A. Smith.
What Do Recurrent Neural Network Grammars Learn About Syntax? (BibTex)
15th Conference of the European Chapter of the Association for Computational Linguistics (EACL). April 2017. Outstanding Paper Award. - Oliver Adams, Adam Makarucha, Graham Neubig, Steven Bird, Trevor Cohn.
Cross-Lingual Word Embeddings for Low-Resource Language Modeling (BibTex)
15th Conference of the European Chapter of the Association for Computational Linguistics (EACL). April 2017. - Quoc Truong Do, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Preserving Word-level Emphasis in Speech-to-speech Translation (BibTex)
IEEE Transactions on Audio, Speech and Language Processing. March 2017. - Graham Neubig.
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial (BibTex)
ArXiv. March 2017. - Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Hai Zhao, Graham Neubig, Satoshi Nakamura.
Learning Local Word Reorderings for Hierarchical Phrase-based Statistical Machine Translation (BibTex)
Machine Translation. January 2017. - Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin.
DyNet: The Dynamic Neural Network Toolkit (BibTex)
ArXiv. January 2017.
2016
- Yuji Oshima, Shinnosuke Takamichi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Non-Native Text-To-Speech Preserving Speaker Individuality Based on Partial Correction of Prosodic and Phonetic Characteristics (BibTex)
IEICE Transactions on Information and Systems. December 2016. - Sakriani Sakti, Seiji Kawanishi, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura.
Deep Bottleneck Features and Sound-dependent I-Vectors for Simultaneous Recognition of Speech and Environmental Sounds (BibTex)
2016 IEEE Spoken Language Technology Workshop (SLT). December 2016. - Matthias Sperber, Graham Neubig, Jan Niehues, Sebastian Stüker, Alex Waibel.
Lightly Supervised Quality Estimation (BibTex)
The 26th International Conference on Computational Linguistics (COLING). December 2016. - Graham Neubig.
Lexicons and Minimum Risk Training for Neural Machine Translation: NAIST-CMU at WAT2016 (BibTex)
Proceedings of the 3nd Workshop on Asian Translation (WAT2016). December 2016. First Place in the Japanese-English Track. - Toshiaki Nakazawa, Chenchen Ding, Hideya Mino, Isao Goto, Graham Neubig, Sadao Kurohashi.
Overview of the 3rd Workshop on Asian Translation (BibTex)
Proceedings of the 3nd Workshop on Asian Translation (WAT2016). December 2016. - Graham Neubig, Chris Dyer.
Generalizing and Hybridizing Count-based and Neural Language Models (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2016. - Philip Arthur, Graham Neubig, Satoshi Nakamura.
Incorporating Discrete Translation Lexicons into Neural Machine Translation (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2016. - Oliver Adams, Graham Neubig, Trevor Cohn, Steven Bird, Quoc Truong Do, Satoshi Nakamura.
Learning a Lexicon and Translation Model from Phoneme Lattices (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2016. Best Short Paper Award. - Yuta Kikuchi, Graham Neubig, Ryohei Sasano, Hiroya Takamura, Manabu Okumura.
Controlling Output Length in Neural Encoder-Decoders (BibTex, Code/Data)
Conference on Empirical Methods in Natural Language Processing (EMNLP). November 2016. - Rui Hiraoka, Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Satoshi Nakamura.
Personalized Unknown Word Detection in Non-native Language Reading using Eye Gaze (BibTex)
18th ACM International Conference on Multimodal Interaction (ICMI). November 2016. - Takuya Hiraoka, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Learning Cooperative Persuasive Dialogue Policies using Framing (BibTex)
Speech Communication. November 2016. - Shinnosuke Takamichi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
A Statistical Sample-based Approach to GMM-based Voice Conversion using Tied-Covariance Acoustic Models (BibTex)
IEICE Transactions on Information and Systems. October 2016. - Lasguido Nio, Sakriani Sakti, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura.
Neural Network Approaches to Dialog Response Retrieval and Generation (BibTex)
IEICE Transactions on Information and Systems. October 2016. - Oliver Adams, Graham Neubig, Trevor Cohn, Steven Bird.
Learning a Translation Model from Word Lattices (BibTex, Code/Data)
17th Annual Conference of the International Speech Communication Association (InterSpeech 2016). September 2016. - Quoc Truong Do, Sakriani Sakti, Graham Neubig, Satoshi Nakamura.
Transferring Emphasis in Speech Translation Using Hard-Attentional Neural Network Models (BibTex)
17th Annual Conference of the International Speech Communication Association (InterSpeech 2016). September 2016. - Satoshi Tsujioka, Sakriani Sakti, Koichiro Yoshino, Graham Neubig, Satoshi Nakamura.
Unsupervised Joint Estimation of Grapheme-to-phoneme Conversion Systems and Acoustic Model Adaptation for Non-native Speech Recognition (BibTex)
17th Annual Conference of the International Speech Communication Association (InterSpeech 2016). September 2016. - Quoc Truong Do, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
A Hybrid System for Continuous Word-level Emphasis Modeling Based on HMM State Clustering and Adaptive Training (BibTex)
17th Annual Conference of the International Speech Communication Association (InterSpeech 2016). September 2016. - Marco Vetter, Markus Müller, Fatima Hamlaoui, Graham Neubig, Satoshi Nakamura, Sebastian Stüker, Alex Waibel.
Unsupervised Phoneme Segmentation of Previously Unseen Languages (BibTex)
17th Annual Conference of the International Speech Communication Association (InterSpeech 2016). September 2016. - Masahiro Mizukami, Koichiro Yoshino, Graham Neubig, David Traum, Satoshi Nakamura.
Analyzing the Effect of Entrainment on Dialogue Acts (BibTex)
The 17th Annual SIGdial Meeting on Discourse and Dialogue (SIGDIAL). September 2016. - Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Hideki Negoro, Hidemi Iwasaka, Satoshi Nakamura.
Automated Social Skills Training with Audiovisual Information (BibTex)
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). August 2016. - Hayato Maki, Tomoki Toda, Sakriani Sakti, Graham Neubig, Satoshi Nakamura.
Removing Noise from Event-Related Potentials using a Probabilistic Generative Model with Grouped Covariance Matrices (BibTex)
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). August 2016. - Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Hideki Negoro, Hidemi Iwasaka, Satoshi Nakamura.
Teaching Social Communication Skills through Human-Agent Interaction (BibTex)
ACM Transactions on Interactive Intelligent Systems (TIIS). August 2016. - Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura.
A Continuous Space Rule Selection Model for Syntax-based Statistical Machine Translation (BibTex)
The 54th Annual Meeting of the Association for Computational Linguistics (ACL). August 2016. - Kou Tanaka, Tomoki Toda, Graham Neubig, Satoshi Nakamura.
Real-Time Vibration Control of An Electrolarynx based on Statistical F0 Contour Prediction (BibTex)
The 2016 European Signal Processing Conference (EUSIPCO). August 2016. - Rui Hiraoka, Hiroki Tanaka, Sakriani Sakti, Koichiro Yoshino, Graham Neubig, Satoshi Nakamura.
Eye Gaze-based Unknown Word Detection in Non-native Language Reading using SVMs and Random Forests (BibTex)
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). August 2016. - Manaal Faruqui, Yulia Tsvetkov, Graham Neubig, Chris Dyer.
Morphological Inflection Generation Using Character Sequence to Sequence Learning (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2016. - Akiva Miura, Graham Neubig, Michael Paul, Satoshi Nakamura.
Selecting Syntactic, Non-redundant Segments in Active Learning for Machine Translation (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). June 2016. - Hayato Maki, Tomoki Toda, Sakriani Sakti, Graham Neubig, Satoshi Nakamura.
Enhancing Event-Related Potentials Based on Maximum a Posteriori Estimation with a Spatial Correlation Prior (BibTex)
IEICE Transactions on Information and Systems. June 2016. - Shinsuke Mori, Graham Neubig.
A Comparative Study of Dictionaries and Corpora as Methods for Language Resource Addition (BibTex)
Language Resources and Evaluation. June 2016. - Matthias Sperber, Graham Neubig, Satoshi Nakamura, Alex Waibel.
Optimizing Computer-Assisted Transcription Quality with Iterative User Interfaces (BibTex)
Language Resources and Evaluation Conference (LREC). May 2016. - Shinnosuke Takamichi, Tomoki Toda, Alan W. Black, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Post-Filters to Modify the Modulation Spectrum for Statistical Parametric Speech Synthesis (BibTex)
IEEE Transactions on Audio, Speech and Language Processing. April 2016. - Graham Neubig, Taro Watanabe.
Optimization for Statistical Machine Translation: A Survey (BibTex)
Computational Linguistics. March 2016. - Yuiko Tsunomori, Graham Neubig, Takuya Hiraoka, Masahiro Mizukami, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
A Dialog System to Detect Deception (BibTex)
7th International Workshop on Spoken Dialog Systems (IWSDS). January 2016. - Takuya Hiraoka, Graham Neubig, Koichiro Yoshino, Tomoki Toda, Satoshi Nakamura.
Active Learning for Example-based Dialog Systems (BibTex, Code/Data)
7th International Workshop on Spoken Dialog Systems (IWSDS). January 2016. - Koichiro Yoshino, Takuya Hiraoka, Graham Neubig, Satoshi Nakamura.
Dialogue State Tracking using Long Short Term Memory Neural Networks (BibTex)
7th International Workshop on Spoken Dialog Systems (IWSDS). January 2016.
2015
- Masahiro Mizukami, Hideaki Kizuki, Toshio Nomura, Graham Neubig, Koichiro Yoshino, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Adaptive Selection from Multiple Reponse Candidates in Example-based Dialogue (BibTex)
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU). December 2015. - Nurul Lubis, Sakriani Sakti, Graham Neubig, Koichiro Yoshino, Tomoki Toda, Satoshi Nakamura.
A Study of Social-Affective Communication: Automatic Prediction of Emotion Triggers and Responses in Television Talk Shows (BibTex)
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU). December 2015. - Quoc Truong Do, Michael Heck, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
The NAIST ASR System for the 2015 Multi-genre Broadcast Challenge: On Combination of Deep Learning Systems using a Rank-score Function (BibTex)
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU). December 2015. - Sakriani Sakti, Faiz Ilham, Graham Neubig, Tomoki Toda, Ayu Purwarianti, Satoshi Nakamura.
Incremental Sentence Compression using LSTM Recurrent Neural Networks (BibTex)
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU). December 2015. - Philip Arthur, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Semantic Parsing of Ambiguous Input through Paraphrasing and Verification (BibTex)
Transactions of the Association for Computational Linguistics (TACL). December 2015. - Makoto Morishita, Koichi Akabe, Yuto Hatakoshi, Graham Neubig, Koichiro Yoshino, Satoshi Nakamura.
Parser Self-Training for Syntax-Based Machine Translation (BibTex)
12th International Workshop on Spoken Language Translation (IWSLT). December 2015. - Quoc Truong Do, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Improving Translation of Emphasis with Pause Prediction in Speech-to-speech Translation Systems (BibTex)
12th International Workshop on Spoken Language Translation (IWSLT). December 2015. - Oliver Adams, Graham Neubig, Trevor Cohn, Steven Bird.
Inducing Bilingual Lexicons from Small Quantities of Sentence-Aligned Phonemic Transcriptions (BibTex)
12th International Workshop on Spoken Language Translation (IWSLT). December 2015. - Michael Heck, Quoc Truong Do, Sakriani Sakti, Graham Neubig, Satoshi Nakamura.
The NAIST English Speech Recognition System for IWSLT 2015 (BibTex)
12th International Workshop on Spoken Language Translation (IWSLT). December 2015. - Yusuke Oda, Hiroyuki Fudaba, Graham Neubig, Hideaki Hata, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Learning to Generate Pseudo-code from Source Code using Statistical Machine Translation (BibTex, Code/Data)
30th IEEE/ACM International Conference on Automated Software Engineering (ASE). November 2015. - Hiroyuki Fudaba, Yusuke Oda, Koichi Akabe, Graham Neubig, Hideaki Hata, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Pseudogen: A Tool to Automatically Generate Pseudo-code from Source Code (BibTex, Code/Data)
30th IEEE/ACM International Conference on Automated Software Engineering (ASE) Tool Demos. November 2015. - Kou Tanaka, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
An Enhanced Electrolarynx with Automatic Fundamental Frequency Control based on Statistical Prediction (BibTex)
17th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) Poster/Demo Track. October 2015. - Graham Neubig, Makoto Morishita, Satoshi Nakamura.
Neural Reranking Improves Subjective Quality of Machine Translation: NAIST at WAT2015 (BibTex, Slides)
Proceedings of the 2nd Workshop on Asian Translation (WAT2015). October 2015. 1st Place in All 4 Tracks. - Takashi Mieno, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Speed or Accuracy? A Study in Evaluation of Simultaneous Speech Translation (BibTex)
16th Annual Conference of the International Speech Communication Association (InterSpeech 2015). September 2015. - Patrick Lumban Tobing, Kazuhiro Kobayashi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Articulatory Controllable Speech Modification based on Gaussian Mixture Models with Direct Waveform Modification using Spectrum Differential (BibTex)
16th Annual Conference of the International Speech Communication Association (InterSpeech 2015). September 2015. - Quoc Truong Do, Shinnosuke Takamichi, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Preserving Word-level Emphasis in Speech-to-speech Translation using Linear Regression HSMMs (BibTex)
16th Annual Conference of the International Speech Communication Association (InterSpeech 2015). September 2015. - Kazuhiro Kobayashi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Statistical Singing Voice Conversion based on Direct Waveform Modification with Global Variance (BibTex)
16th Annual Conference of the International Speech Communication Association (InterSpeech 2015). September 2015. - Yuji Oshima, Shinnosuke Takamichi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Non-native Speech Synthesis Preserving Speaker Individuality based on Partial Correction of Prosodic and Phonetic Characteristics (BibTex)
16th Annual Conference of the International Speech Communication Association (InterSpeech 2015). September 2015. - The Tung Nguyen, Graham Neubig, Hiroyuki Shindo, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
A Latent Variable Model for Joint Pause Prediction and Dependency Parsing (BibTex)
16th Annual Conference of the International Speech Communication Association (InterSpeech 2015). September 2015. - Yusuke Tajiri, Ko Tanaka, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Non-Audible Murmur Enhancement based on Statistical Conversion using Air- and Body-Conductive Microphones in Noisy Environments (BibTex)
16th Annual Conference of the International Speech Communication Association (InterSpeech 2015). September 2015. - Kyoshiro Sugiyama, Masahiro Mizukami, Graham Neubig, Koichiro Yoshino, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
An Investigation of Machine Translation Evaluation Metrics in Cross-lingual Question Answering (BibTex, Errata, Slides)
10th Workshop on Statistical Machine Translation (WMT). September 2015. - Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura.
A Binarized Neural Network Joint Model for Machine Translation (BibTex)
Conference on Empirical Methods in Natural Language Processing (EMNLP). September 2015. - Yuri Nishigaki, Shinnosuke Takamichi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Prosody-Controllable HMM-based Speech Synthesis Using Speech Input (BibTex, Slides)
1st International Workshop on Machine Learning in Spoken Learning Processing (MLSLP). September 2015. - Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
NOCOA+: Multimodal Computer-Based Training for Social and Communication Skills (BibTex)
IEICE Transactions on Information and Systems. August 2015. - Hayato Maki, Tomoki Toda, Sakriani Sakti, Graham Neubig, Satoshi Nakamura.
Evaluation of EEG Ocular Artifact Removal with a Multi-channel Wiener Filter Based on Probabilistic Generative Model (BibTex)
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). August 2015. - Yusuke Oda, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents (BibTex, Slides)
The 53rd Annual Meeting of the Association for Computational Linguistics (ACL). July 2015. - Akiva Miura, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Improving Pivot Translation by Remembering the Pivot (BibTex, Code/Data)
The 53rd Annual Meeting of the Association for Computational Linguistics (ACL). July 2015. - Graham Neubig, Philip Arthur, Kevin Duh.
Multi-Target Machine Translation with Multi-Synchronous Context-free Grammars (BibTex, Code/Data, Slides)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL). May 2015. - Shinsuke Mori, Yosuke Nakata, Graham Neubig, Tetsuro Sasada.
Pointwise Prediction and Sequence-based Reranking for Adaptable Part-of-Speech Tagging (BibTex)
The 2015 Conference of the Pacific Association for Computational Linguistics (PACLING). May 2015. - Yusuke Oda, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Ckylark: A More Robust PCFG-LA Parser (BibTex, Code/Data)
Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL) Demo Track. May 2015. - Andros Tjandra, Sakriani Sakti, Graham Neubig, Tomoki Toda, Mirna Adriani, Satoshi Nakamura.
Combination of Two-dimensional Cochleogram and Spectrogram Features for Deep Learning-based ASR (BibTex)
2015 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015). April 2015. - Hayato Maki, Tomoki Toda, Sakriani Sakti, Graham Neubig, Satoshi Nakamura.
EEG Signal Enhancement using Multichannel Wiener Filter with a Spatial Correlation Prior (BibTex)
2015 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015). April 2015. - Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Hideki Negoro, Hidemi Iwasaka, Satoshi Nakamura.
Automated Social Skills Trainer (BibTex)
ACM International Conference on Intelligent User Interfaces (IUI). March 2015. - Masahiro Mizukami, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Linguistic Individuality Transformation for Spoken Language (BibTex)
6th International Workshop on Spoken Dialog Systems (IWSDS). January 2015. - Takuya Hiraoka, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Evaluation of a Fully Automatic Cooperative Persuasive Dialogue System (BibTex)
6th International Workshop on Spoken Dialog Systems (IWSDS). January 2015. - Fajri Koto, Sakriani Sakti, Graham Neubig, Tomoki Toda, Mirna Adriani, Satoshi Nakamura.
A Study On Natural Expressive Speech: Automatic Memorable Spoken Quote Detection (BibTex)
6th International Workshop on Spoken Dialog Systems (IWSDS). January 2015. - Yuiko Tsunomori, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
An Analysis Towards Dialogue-based Deception Detection (BibTex)
6th International Workshop on Spoken Dialog Systems (IWSDS). January 2015. - Takafumi Sasakura, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Unknown Word Detection based on Event-Related Brain Desynchronization Responses (BibTex)
6th International Workshop on Spoken Dialog Systems (IWSDS). January 2015.
2014
- Riki Yoshida, Takuya Hiraoka, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Unnecessary Utterance Detection for Avoiding Digressions in Discussion (BibTex)
Asia Pacific Signal and Information Processing Association (APSIPA). December 2014. - Kazuhiro Kobayashi, Tomoki Toda, Tomoyasu Nakano, Masataka Goto, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Gender-dependent Spectrum Differential Models for Perceived Age Control based on Direct Waveform Modification in Singing Voice Conversion (BibTex)
Asia Pacific Signal and Information Processing Association (APSIPA). December 2014. - Kou Tanaka, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
An Inter-Speaker Evaluation through Simulation of Electrolarynx Control based on Statistical F0 Prediction (BibTex)
Asia Pacific Signal and Information Processing Association (APSIPA). December 2014. - Sakura Tsuruta, Kou Tanaka, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
An Evaluation of Target Speech for a Nonaudible Murmur Enhancement System in Noisy Environments (BibTex)
Asia Pacific Signal and Information Processing Association (APSIPA). December 2014. - Sakriani Sakti, Yu Odagaki, Takafumi Sasakura, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
An Event-Related Brain Potential Study on the Impact of Speech Recognition Errors (BibTex)
Asia Pacific Signal and Information Processing Association (APSIPA). December 2014. - Fajri Koto, Sakriani Sakti, Graham Neubig, Tomoki Toda, Mirna Adriani, Satoshi Nakamura.
The Use of Semantic and Acoustic Features for Open-Domain TED Talk Summarization (BibTex)
Asia Pacific Signal and Information Processing Association (APSIPA). December 2014. - Lasguido Nio, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Recursive Neural Network Paraphrase Identification for Example-based Dialog Retrieval (BibTex)
Asia Pacific Signal and Information Processing Association (APSIPA). December 2014. - Matthias Sperber, Graham Neubig, Satoshi Nakamura, Alex Waibel.
On-the-Fly User Modeling for Cost-Sensitive Correction of Speech Transcripts (BibTex, Code/Data)
2014 IEEE Spoken Language Technology Workshop (SLT). December 2014. - Lasguido Nio, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Improving the Robustness of Example-based Dialog Retrieval using Recursive Neural Network Paraphrase Identification (BibTex)
2014 IEEE Spoken Language Technology Workshop (SLT). December 2014. - Matthias Sperber, Graham Neubig, Satoshi Nakamura, Alex Waibel.
SESLA Transcriber: A Speech Transcription Tool that Adapts to Your Skill and Time Budget (BibTex, Code/Data)
2014 IEEE Spoken Language Technology Workshop (SLT) Demo Track. December 2014. - Graham Neubig, Katsuhito Sudoh, Yusuke Oda, Kevin Duh, Hajime Tsukada, Masaaki Nagata.
The NAIST-NTT TED Talk Treebank (BibTex, Code/Data)
11th International Workshop on Spoken Language Translation (IWSLT). December 2014. - Katsuhito Sudoh, Graham Neubig, Kevin Duh, Katsuhiko Hayashi.
NTT-NAIST Syntax-based SMT Systems for IWSLT 2014 (BibTex)
International Workshop on Spoken Language Translation (IWSLT). December 2014. - Graham Neubig.
Simple, Correct Parallelization for Blocked Gibbs Sampling (BibTex, Code/Data)
Technical Report. November 2014. - Yuto Hatakoshi, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Rule-based Syntactic Preprocessing for Syntax-based Machine Translation (BibTex)
Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation (SSST). October 2014. - Graham Neubig.
Forest-to-String SMT for Asian Language Translation: NAIST at WAT 2014 (BibTex, Code/Data, Slides)
Proceedings of the 1st Workshop on Asian Translation (WAT2014). October 2014. 1st Place in All 4 Tracks. - Nozomi Jinbo, Shinnosuke Takamichi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
A Hearing Impairment Simulation Method Using Audiogram-based Approximation of Auditory Characteristics (BibTex)
15th Annual Conference of the International Speech Communication Association (InterSpeech 2014). September 2014. - Keigo Kubo, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Structured Soft Margin Confidence Weighted Learning for Grapheme-to-Phoneme Conversion (BibTex)
15th Annual Conference of the International Speech Communication Association (InterSpeech 2014). September 2014. - Kou Tanaka, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Direct F0 Control of an Electrolarynx based on Statistical Excitation Feature Prediction and its Evaluation through Simulation (BibTex)
15th Annual Conference of the International Speech Communication Association (InterSpeech 2014). September 2014. - Kazuhiro Kobayashi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Statistical Singing Voice Conversion with Direct Waveform Modification based on the Spectrum Differential (BibTex)
15th Annual Conference of the International Speech Communication Association (InterSpeech 2014). September 2014. - Sho Matsumiya, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Data-Driven Generation of Text Balloons based on Linguistic and Acoustic Features of a Comics-Anime Corpus (BibTex)
15th Annual Conference of the International Speech Communication Association (InterSpeech 2014). September 2014. - Patrick Lumban Tobing, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura, Ayu Purwarianti.
Articulatory Controllable Speech Modification Based on Statistical Feature Mapping with Gaussian Mixture Models (BibTex)
15th Annual Conference of the International Speech Communication Association (InterSpeech 2014). September 2014. - Masahiro Mizukami, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Building a Free, General-Domain Paraphrase Database for Japanese (BibTex, Code/Data)
The 17th Oriental COCOSDA Conference. September 2014. - Lasguido Nio, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Conversation Dialog Corpora from Drama Television and Movie Scripts (BibTex)
The 17th Oriental COCOSDA Conference. September 2014. - Fajri Koto, Sakriani Sakti, Graham Neubig, Tomoki Toda, Graham Neubig.
Memorable Spoken Quote Corpora of TED Public Speaking (BibTex)
The 17th Oriental COCOSDA Conference. September 2014. - Do Quoc Truong, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Collection and Analysis of a Japanese-English Emphasized Speech Corpus (BibTex)
The 17th Oriental COCOSDA Conference. September 2014. - Koichi Akabe, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Discriminative Language Models as a Tool for Machine Translation Error Analysis (BibTex, Code/Data)
The 25th International Conference on Computational Linguistics (COLING). August 2014. - Takuya Hiraoka, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Reinforcement Learning of Cooperative Persuasive Dialogue Policies using Framing (BibTex)
The 25th International Conference on Computational Linguistics (COLING). August 2014. - Hayato Maki, Tomoki Toda, Sakriani Sakti, Graham Neubig, Satoshi Nakamura.
Probabilistic Enhancement of EEG Component Using Prior Information of Component-Related Spatial Correlation (BibTex)
36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). August 2014. - Keigo Kubo, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Structured Adaptive Regularization of Weight Vectors for a Robust Grapheme-to-Phoneme Conversion Model (BibTex, Code/Data)
IEICE Transactions on Information and Systems. June 2014. - Lasguido Nio, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Utilizing Human-to-Human Conversation Examples for a Multi Domain Chat-oriented Dialog System (BibTex)
IEICE Transactions on Information and Systems. June 2014. - Kazuhiro Kobayashi, Tomoki Toda, Hironori Doi, Tomoyasu Nakano, Masataka Goto, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Voice Timbre Control Based on Perceived Age in Singing Voice Conversion (BibTex)
IEICE Transactions on Information and Systems. June 2014. - Kou Tanaka, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
A Hybrid Approach to Electrolaryngeal Speech Enhancement Based on Noise Reduction and Statistical Excitation Generation (BibTex)
IEICE Transactions on Information and Systems. June 2014. - Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Linguistic and Acoustic Features for Automatic Identification of Autism Spectrum Disorders in Children's Narrative (BibTex)
ACL2014 Workshop on Computational Linguistics and Clinical Psychology. June 2014. - Graham Neubig, Kevin Duh.
On the Elements of an Accurate Tree-to-String Machine Translation System (BibTex, Code/Data)
The 52nd Annual Meeting of the Association for Computational Linguistics (ACL). June 2014. - Yusuke Oda, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Optimizing Segmentation Strategies for Simultaneous Speech Translation (BibTex, Code/Data)
The 52nd Annual Meeting of the Association for Computational Linguistics (ACL). June 2014. - Shinsuke Mori, Graham Neubig.
Language Resource Addition: Dictionary or Corpus? (BibTex)
Language Resources and Evaluation Conference (LREC). May 2014. - Sakriani Sakti, Keigo Kubo, Sho Matsumiya, Graham Neubig, Tomoki Toda, Satoshi Nakamura, Fumihiro Adachi, Ryosuke Isotani.
Towards Multilingual Conversations in the Medical Domain: Development of Multilingual Medical Data and a Network-based ASR System (BibTex)
Language Resources and Evaluation Conference (LREC). May 2014. - Hiroaki Shimizu, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Collection of a Simultaneous Translation Corpus for Comparative Analysis (BibTex, Code/Data)
Language Resources and Evaluation Conference (LREC). May 2014. - Kou Tanaka, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
An Evaluation of Excitation Feature Prediction in A Hybrid Approach to Electrolaryngeal Speech Enhancement (BibTex)
2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014). May 2014. - Keigo Kubo, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Narrow Adaptive Regularization of Weights for Grapheme-to-Phoneme Conversion (BibTex, Code/Data)
2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014). May 2014. - Kazuhiro Kobayashi, Tomoki Toda, Tomoyasu Nakano, Masataka Goto, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Regression Approaches to Perceptual Age Control in Singing Voice Conversion (BibTex)
2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014). May 2014. - Shinnosuke Takamichi, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
A Postfilter to Modify the Modulation Spectrum in HMM-based Speech Synthesis (BibTex)
2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014). May 2014. IEEE SPS Japan Outstanding Student Paper Award. - Shinnosuke Takamichi, Tomoki Toda, Yoshinori Shiga, Sakriani Sakti, Graham Neubig, Satoshi Nakamura.
Parameter Generation Methods with Rich Context Models for High-Quality and Flexible Text-To-Speech Synthesis (BibTex)
Journal of Selected Topics in Signal Processing. April 2014. - Hoa Trong Vu, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Acquiring a Dictionary of Emotion-Provoking Events (BibTex, Code/Data)
14th Conference of the European Chapter of the Association for Computational Linguistics (EACL). April 2014. - Matthias Sperber, Mirjam Simantzik, Graham Neubig, Satoshi Nakamura, Alex Waibel.
Segmentation for Efficient Supervised Language Annotation with an Explicit Cost-Utility Tradeoff (BibTex, Code/Data)
Transactions of the Association for Computational Linguistics (TACL). April 2014. - Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
NOCOA: A Computer-Based Training Tool for Social and Communication Skills That Exploits Non-verbal Behaviors (BibTex)
Journal of Information and Systems in Education. January 2014. - Takuya Hiraoka, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Construction and Analysis of a Persuasive Dialogue Corpus (BibTex)
5th International Workshop on Spoken Dialog Systems (IWSDS). January 2014. - Nurul Lubis, Sakriani Sakti, Graham Neubig, Tomoki Toda, Ayu Purwarianti, Satoshi Nakamura.
Emotion and Its Triggers in Human Spoken Dialogue: Recognition and Analysis (BibTex)
5th International Workshop on Spoken Dialog Systems (IWSDS). January 2014.
2013
- Takuya Hiraoka, Yuki Yamauchi, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Dialogue Management for Leading the Conversation in Persuasive Dialogue Systems (BibTex)
Automatic Speech Recognition and Understanding Workshop (ASRU). December 2013. - Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Modality and Contextual Differences in Computer Based Non-verbal Communication Training (BibTex)
4th IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2013). December 2013. - Hiroaki Shimizu, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Constructing a Speech Translation System using Simultaneous Interpretation Data (BibTex)
10th International Workshop on Spoken Language Translation (IWSLT). December 2013. - Katsuhito Sudoh, Graham Neubig, Kevin Duh, Hajime Tsukada.
NTT-NAIST SMT Systems for IWSLT 2013 (BibTex)
10th International Workshop on Spoken Language Translation (IWSLT). December 2013. - Sakriani Sakti, Keigo Kubo, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
The NAIST English Speech Recognition System for IWSLT 2013 (BibTex)
10th International Workshop on Spoken Language Translation (IWSLT). December 2013. - Graham Neubig, Shinsuke Mori, Masahiro Mizukami.
A Framework and Tool for Collaborative Extraction of Reliable Information (BibTex, Code/Data, Slides)
Workshop on Language Processing and Crisis Information (LPCI). October 2013. - Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura, Yuji Matsumoto, Ryosuke Isotani, Yukichi Ikeda.
Towards High-Reliability Speech Translation in the Medical Domain (BibTex)
Workshop on Natural Language Processing for Medical and Healthcare Fields (MedNLP). October 2013. - Philip Arthur, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Inter-Sentence Features and Thresholded Minimum Error Rate Training: NAIST at CLEF 2013 QA4MRE (BibTex, Code/Data)
Conference and Labs of the Evaluation Forum (CLEF). September 2013. - Kevin Duh, Graham Neubig, Katsuhito Sudoh, Hajime Tsukada.
Adaptation Data Selection using Neural Language Models: Experiments in Machine Translation (BibTex, Code/Data, Slides)
The 51st Annual Meeting of the Association for Computational Linguistics (ACL). August 2013. - Graham Neubig.
Travatar: A Forest-to-String Machine Translation Engine based on Tree Transducers (BibTex, Code/Data)
The 51st Annual Meeting of the Association for Computational Linguistics (ACL): System Demonstrations. August 2013. - Takatomo Kano, Shinnosuke Takamichi, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Generalizing Continuous-space Translation of Paralinguistic Information (BibTex)
14th Annual Conference of the International Speech Communication Association (InterSpeech 2013). August 2013. - Tomoki Fujita, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
Simple, Lexicalized Choice of Translation Timing for Simultaneous Speech Translation (BibTex, Slides)
14th Annual Conference of the International Speech Communication Association (InterSpeech 2013). August 2013. - Masaya Ohgushi, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
An Empirical Comparison of Joint Optimization Techniques for Speech Translation (BibTex)
14th Annual Conference of the International Speech Communication Association (InterSpeech 2013). August 2013. - Shinnosuke Takamichi, Tomoki Toda, Yoshinori Shiga, Sakriani Sakti, Graham Neubig, Satoshi Nakamura.
Improvements to HMM-Based Speech Synthesis Based on Parameter Generation with Rich Context Models (BibTex)
14th Annual Conference of the International Speech Communication Association (InterSpeech 2013). August 2013. - Kou Tanaka, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
A Hybrid Approach to Electrolaryngeal Speech Enhancement Based on Spectral Subtraction and Statistical Voice Conversion (BibTex)
14th Annual Conference of the International Speech Communication Association (InterSpeech 2013). August 2013. - Keigo Kubo, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
Grapheme-to-phoneme Conversion based on Adaptive Regularization of Weight Vectors (BibTex, Code/Data)
14th Annual Conference of the International Speech Communication Association (InterSpeech 2013). August 2013. - Kazuhiro Kobayashi, Hironori Doi, Tomoki Toda, Tomoyasu Nakano, Masataka Goto, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
An Investigation of Acoustic Features for Singing Voice Conversion based on Perceptual Age (BibTex)
14th Annual Conference of the International Speech Communication Association (InterSpeech 2013). August 2013. - Takuto Moriguchi, Tomoki Toda, Motoaki Sano, Hiroshi Sato, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
A Digital Signal Processor Implementation of Silent/Electrolaryngeal Speech Enhancement based on Real-Time Statistical Voice Conversion (BibTex)
14th Annual Conference of the International Speech Communication Association (InterSpeech 2013). August 2013. - Matthias Sperber, Graham Neubig, Christian Fügen, Satoshi Nakamura, Alex Waibel.
Efficient Speech Transcription Through Respeaking (BibTex)
14th Annual Conference of the International Speech Communication Association (InterSpeech 2013). August 2013. - Tatsuo Inukai, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura.
Investigation of intra-speaker spectral parameter variation and its prediction towards improvement of spectral conversion metric (BibTex)
The 8th ISCA Speech Synthesis Workshop (SSW). August 2013. - Graham Neubig, Taro Watanabe, Shinsuke Mori, Tatsuya Kawahara.
Substring-based Machine Translation (BibTex, Code/Data)
Machine Translation (link). June 2013. - Graham Neubig, Kevin Duh.
How Much is Said in a Tweet? A Multilingual, Information-theoretic Perspective (BibTex, Slides)
AAAI Spring Symposium on Analyzing Microtext. March 2013.
2012
- Auliya Sani, Sakriani Sakti, Graham Neubig, Tomoki Toda, Adi Mulyanto, Satoshi Nakamura.
Towards Language Preservation: Preliminary Collection and Vowel Analysis of Indonesian Ethnic Speech Data (BibTex)
The 15th Oriental COCOSDA Conference. December 2012. Best Student Paper Award. - Lasguido, Sakriani Sakti, Graham Neubig, Tomoki Toda, Mirna Adriani, Satoshi Nakamura.
Developing Non-Goal Dialog System based on Examples of Drama Television (BibTex)
The International Workshop on Spoken Dialog Systems (IWSDS). December 2012. - Hiroki Tanaka, Sakriani Sakti, Graham Neubig, Tomoki Toda, Nick Campbell, Satoshi Nakamura.
Non-verbal Cognitive Skills and Autistic Conditions: An Analysis and Training Tool (BibTex, Code/Data)
The 3rd IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2012). December 2012. - Takatomo Kano, Sakriani Sakti, Shinnosuke Takamichi, Graham Neubig, Tomoki Toda, Satoshi Nakamura.
A Method for Translation of Paralinguistic Information (BibTex)
9th International Workshop on Spoken Language Translation (IWSLT). December 2012. - Graham Neubig, Kevin Duh, Masaya Ogushi, Takatomo Kano, Tetsuo Kiso, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura.
The NAIST Machine Translation System for IWSLT 2012 (BibTex, Code/Data)
9th International Workshop on Spoken Language Translation (IWSLT). December 2012. - Michael Heck, Keigo Kubo, Matthias Sperber, Sakriani Sakti, Sebastian Stueker, Christian Saam, Kevin Kilgour, Christian Mohr, Graham Neubig, Tomoki Toda, Satoshi Nakamura, Alex Waibel.
The KIT-NAIST (Contrastive) English ASR System for IWSLT 2012 (BibTex)
9th International Workshop on Spoken Language Translation (IWSLT). December 2012. - Christian Saam, Christian Mohr, Kevin Kilgour, Michael Heck, Matthias Sperber, Keigo Kubo, Sebastian Stüker, Sakriani Sakti, Graham Neubig, Tomoki Toda, Satoshi Nakamura, Alex Waibel.
The 2012 KIT and KIT-NAIST English ASR Systems for the IWSLT Evaluation (BibTex)
9th International Workshop on Spoken Language Translation (IWSLT). December 2012. - Graham Neubig, Yuya Akita, Shinsuke Mori, Tatsuya Kawahara.
A Monotonic Statistical Machine Translation Approach to Speaking Style Transformation (BibTex, Code/Data)
Computer Speech and Language. October 2012. - Daniel Flannery, Yusuke Miyao, Graham Neubig, Shinsuke Mori.
A Pointwise Approach to Training Dependency Parsers from Partially Annotated Corpora (BibTex, Code/Data)
Journal of Natural Language Processing. September 2012. - Graham Neubig, Taro Watanabe, Shinsuke Mori, Tatsuya Kawahara.
Machine Translation without Words through Substring Alignment (BibTex, Code/Data, Slides)
The 50th Annual Meeting of the Association for Computational Linguistics (ACL). July 2012. - Graham Neubig, Taro Watanabe, Shinsuke Mori.
Inducing a Discriminative Parser to Optimize Machine Translation Reordering (BibTex, Code/Data, Slides)
Conference on Empirical Methods in Natural Language Processing and Natural Language Learning (EMNLP-CoNLL). July 2012. - Graham Neubig, Taro Watanabe, Eiichiro Sumita, Shinsuke Mori, Tatsuya Kawahara.
Joint Phrase Alignment and Extraction for Statistical Machine Translation (BibTex, Code/Data)
Journal of Information Processing. April 2012. Outstanding Paper Award. - Graham Neubig, Masato Mimura, Shinsuke Mori, Tatsuya Kawahara.
Bayesian Learning of a Language Model from Continuous Speech (BibTex, Code/Data)
IEICE Transactions on Information and Systems (link). February 2012. - Graham Neubig.
Unsupervised Learning of Lexical Information for Language Processing Systems (BibTex)
Kyoto University. 2012. IPSJ SIG Recommended PhD Thesis.
2011
- Andrew Finch, Chooi-ling Goh, Graham Neubig, Eiichiro Sumita.
The NICT Translation System for IWSLT 2011 (BibTex)
8th International Workshop on Spoken Language Translation (IWSLT). December 2011. - Graham Neubig, Yuichiroh Matsubayashi, Masato Hagiwara, Koji Murakami.
Safety Information Mining — What can NLP do in a disaster — (BibTex)
Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP). November 2011. - Daniel Flannery, Yusuke Miyao, Graham Neubig, Shinsuke Mori.
Training Dependency Parsers from Partially Annotated Corpora (BibTex, Code/Data)
Proceedings of the 5th International Joint Conference on Natural Language Processing (IJCNLP). November 2011. - Masao Utiyama, Graham Neubig, Takeshi Onishi, Eiichiro Sumita.
Searching Translation Memories for Paraphrases (BibTex)
Proceedings of the Machine Translation Summit XIII. September 2011. - Shinsuke Mori, Graham Neubig.
A Pointwise Approach to Pronunciation Estimation for a TTS Front-end (BibTex, Code/Data)
12th Annual Conference of the International Speech Communication Association (InterSpeech 2011). August 2011. - Graham Neubig, Taro Watanabe, Eiichiro Sumita, Shinsuke Mori, Tatsuya Kawahara.
An Unsupervised Model for Joint Phrase Alignment and Extraction (BibTex, Code/Data, Slides)
The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT). June 2011. - Graham Neubig, Yosuke Nakata, Shinsuke Mori.
Pointwise Prediction for Robust, Adaptable Japanese Morphological Analysis (BibTex, Errata, Code/Data, Slides)
The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT). June 2011.
2010
- Mijit Ablimit, Graham Neubig, Masato Mimura, Shinsuke Mori, Tatsuya Kawahara, Askar Hamdulla.
Uyghur Morpheme-based Language Models and ASR (BibTex)
IEEE 10th International Conference on Signal Processing (ICSP). October 2010. - Graham Neubig, Masato Mimura, Shinsuke Mori, Tatsuya Kawahara.
Learning a Language Model from Continuous Speech (BibTex, Code/Data, Slides)
11th Annual Conference of the International Speech Communication Association (InterSpeech 2010). September 2010. - Yuya Akita, Masato Mimura, Graham Neubig, Tatsuya Kawahara.
Semi-automated Update of Automatic Transcription System for the Japanese National Congress (BibTex)
11th Annual Conference of the International Speech Communication Association (InterSpeech 2010). September 2010. - Graham Neubig, Shinsuke Mori.
Word-based Partial Annotation for Efficient Corpus Construction (BibTex, Code/Data, Slides)
The seventh international conference on Language Resources and Evaluation (LREC 2010). May 2010. - Graham Neubig, Yuya Akita, Shinsuke Mori, Tatsuya Kawahara.
Improved Statistical Models for SMT-Based Speaking Style Transformation (BibTex, Slides)
2010 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010). March 2010.
2009
- Graham Neubig, Shinsuke Mori, Tatsuya Kawahara.
A WFST-based Log-linear Framework for Speaking-style Transformation (BibTex, Code/Data, Slides)
10th Annual Conference of the International Speech Communication Association (InterSpeech 2009). September 2009.
I have also written (or co-authored) 195 papers in Japanese. See the Japanese page for details.