Models of Dialog (4/2/2019)
- Chat-based Dialog
- Task-based Dialog
- Interesting Reading (no quiz): Dialog Systems and Chatbots Jurafsky and Martin Chapter 29
- Reference: Data-driven Dialog Response Generation (Ritter et al. 2011)
- Reference: Neural Dialog Response Generation (Sordoni et al. 2015)
- Reference: Neural Dialog Response Generation (Shang et al. 2015)
- Reference: Neural Dialog Response Generation (Vinyals and Le 2015)
- Reference: Context is Helpful for MT (Matsuzaki et al. 2015)
- Reference: Context is Not So Helpful for MT (Jean et al. 2017)
- Reference: Hierarchical Model for Dialog Generation (Serban et al. 2016)
- Reference: Discourse-level VAE (Zhao et al. 2017)
- Reference: Diversity Promoting Objective (Li et al. 2016)
- Reference: How Not to Evaluate your Dialog System (Liu et al. 2016)
- Reference: DeltaBLEU (Galley et al. 2015)
- Reference: Adversarial Evaluation (Li et al. 2017)
- Reference: Automatic Turing Test (Lowe et al. 2017)
- Reference: Personality Generation for Dialog (Mairesse et al. 2007)
- Reference: Persona-based Neural Dialog (Li et al. 2016)
- Reference: Dialog Response Retrieval (Lee et al. 2009)
- Reference: Neural Dialog Response Retrieval (Nio et al. 2014)
- Reference: Smart Reply (Kannan et al. 2016)
- Reference: Language Generation for Dialog (Wen et al. 2015)
- Reference: Neural Nets for Spoken Language Understanding (Mesnil et al. 2015)
- Reference: Dialog State Tracking (Williams et al. 2013)
- Reference: Neural Dialog State Tracking (Henderson et al. 2014)
- Reference: End-to-end Dialog Control (Williams et al. 2017)
Slides: Dialog Slides