Machine Translation and
Sequence-to-sequence Models

Class Introduction (8/28/2018)

n-gram LMs (8/30/2018)

Feed-forward LMs (9/4/2018)

Recurrent Neural LMs (9/6/2018)

Encoder Decoder Models (9/11/2018)

Rule/Knowledge Based MT -- Bob Frederking (9/13/2018)

Attention (9/18/2018)

Self Attention/CNNs (9/20/2018)

Evaluating Output (9/25/2018)

Applications: Monolingual Transduction -- w/ Shrimai Prabhumoye (9/27/2018)

Applications: Dialog -- w/ Tiancheng Zhao (10/2/2018)

Analysis of NMT Systems -- Yonatan Belinkov (10/04/2018)

Parameter Optimization (10/9/2018)

Semi-supervised and Unsupervised Methods (10/11/2018)

Adaptation (10/16/2018)

Multilingual Learning (10/18/2018)

Word Alignment (10/23/2018)

Monotonic Transduction and WFSTs (10/25/2018)

Phrase-based Translation (10/30/2018)

Syntax/Morphology -- David Mortensen (11/1/2018)

Subword Models (11/6/2018)

Syntax-based Models (11/8/2018)

Multi-task Learning Methods (11/13/2018)

Hybrid Neural/Symbolic Models (11/15/2018)

System Combination (11/20/2018)

Thanksgiving -- NO CLASS (11/22/2018)

Class Cancelled (11/27/2018)

Document-level Models (11/29/2018)

Project Presentations (12/4/2018 and 12/6/2018)

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