| 2019 | Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together. | Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang |
| 2019 | SkillBot: Towards Automatic Skill Development via User Demonstration. | Yilin Shen, Avik Ray, Hongxia Jin, Sandeep Nama |
| 2019 | Pragmatically Informative Text Generation. | Sheng Shen, Daniel Fried, Jacob Andreas, Dan Klein |
| 2019 | Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat. | Ravi Shekhar, Aashish Venkatesh, Tim Baumgrtner, Elia Bruni, Barbara Plank, Raffaella Bernardi, Raquel Fernndez |
| 2019 | Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models. | Rebecca Sharp, Adarsh Pyarelal, Benjamin M. Gyori, Keith Alcock, Egoitz Laparra, Marco Antonio Valenzuela-Escrcega, Ajay Nagesh, Vikas Yadav, John A. Bachman, Zheng Tang, Heather C. Lent, Fan Luo, Mithun Paul, Steven Bethard, Kobus Barnard, Clayton T. Morrison, Mihai Surdeanu |
| 2019 | Improving Dialogue State Tracking by Discerning the Relevant Context. | Sanuj Sharma, Prafulla Kumar Choubey, Ruihong Huang |
| 2019 | Bayesian Learning for Neural Dependency Parsing. | Ehsan Shareghi, Yingzhen Li, Yi Zhu, Roi Reichart, Anna Korhonen |
| 2019 | Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines. | Ehsan Shareghi, Daniela Gerz, Ivan Vulic, Anna Korhonen |
| 2019 | Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation. | Ori Shapira, David Gabay, Yang Gao, Hadar Ronen, Ramakanth Pasunuru, Mohit Bansal, Yael Amsterdamer, Ido Dagan |
| 2019 | Measuring the perceptual availability of phonological features during language acquisition using unsupervised binary stochastic autoencoders. | Cory Shain, Micha Elsner |
| 2019 | A large-scale study of the effects of word frequency and predictability in naturalistic reading. | Cory Shain |
| 2019 | Word-Node2Vec: Improving Word Embedding with Document-Level Non-Local Word Co-occurrences. | Procheta Sen, Debasis Ganguly, Gareth J. F. Jones |
| 2019 | What makes a good conversation? How controllable attributes affect human judgments. | Abigail See, Stephen Roller, Douwe Kiela, Jason Weston |
| 2019 | ChatEval: A Tool for Chatbot Evaluation. | Joo Sedoc, Daphne Ippolito, Arun Kirubarajan, Jai Thirani, Lyle H. Ungar, Chris Callison-Burch |
| 2019 | Train, Sort, Explain: Learning to Diagnose Translation Models. | Robert Schwarzenberg, David Harbecke, Vivien Macketanz, Eleftherios Avramidis, Sebastian Mller |
| 2019 | Understanding language-elicited EEG data by predicting it from a fine-tuned language model. | Dan Schwartz, Tom M. Mitchell |
| 2019 | Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing. | Tal Schuster, Ori Ram, Regina Barzilay, Amir Globerson |
| 2019 | Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog. | Sebastian Schuster, Sonal Gupta, Rushin Shah, Mike Lewis |
| 2019 | Typological Features for Multilingual Delexicalised Dependency Parsing. | Manon Scholivet, Franck Dary, Alexis Nasr, Benot Favre, Carlos Ramisch |
| 2019 | Recurrent models and lower bounds for projective syntactic decoding. | Natalie Schluter |
| 2019 | Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts. | Timo Schick, Hinrich Schtze |
| 2019 | Subword-based Compact Reconstruction of Word Embeddings. | Shota Sasaki, Jun Suzuki, Kentaro Inui |
| 2019 | Understanding Learning Dynamics Of Language Models with SVCCA. | Naomi Saphra, Adam Lopez |
| 2019 | Transferable Neural Projection Representations. | Chinnadhurai Sankar, Sujith Ravi, Zornitsa Kozareva |
| 2019 | Fluent Translations from Disfluent Speech in End-to-End Speech Translation. | Elizabeth Salesky, Matthias Sperber, Alexander Waibel |