| 2019 | Jointly Extracting and Compressing Documents with Summary State Representations. | Afonso Mendes, Shashi Narayan, Sebastio Miranda, Zita Marinho, Andr F. T. Martins, Shay B. Cohen |
| 2019 | Improving Natural Language Interaction with Robots Using Advice. | Nikhil Mehta, Dan Goldwasser |
| 2019 | Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging. | Sara Meftah, Youssef Tamaazousti, Nasredine Semmar, Hassane Essafi, Fatiha Sadat |
| 2019 | Adversarial Training for Satire Detection: Controlling for Confounding Variables. | Robert McHardy, Heike Adel, Roman Klinger |
| 2019 | Learning to Stop in Structured Prediction for Neural Machine Translation. | Mingbo Ma, Renjie Zheng, Liang Huang |
| 2019 | On Measuring Social Biases in Sentence Encoders. | Chandler May, Alex Wang, Shikha Bordia, Samuel R. Bowman, Rachel Rudinger |
| 2019 | Improving Neural Machine Translation with Neural Syntactic Distance. | Chunpeng Ma, Akihiro Tamura, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao |
| 2019 | Domain adaptation for part-of-speech tagging of noisy user-generated text. | Luisa Mrz, Dietrich Trautmann, Benjamin Roth |
| 2019 | Robust Semantic Parsing with Adversarial Learning for Domain Generalization. | Gabriel Marzinotto, Graldine Damnati, Frdric Bchet, Benot Favre |
| 2019 | Selective Attention for Context-aware Neural Machine Translation. | Sameen Maruf, Andr F. T. Martins, Gholamreza Haffari |
| 2019 | Unsupervised Extraction of Partial Translations for Neural Machine Translation. | Benjamin Marie, Atsushi Fujita |
| 2019 | A Research Platform for Multi-Robot Dialogue with Humans. | Matthew Marge, Stephen Nogar, Cory J. Hayes, Stephanie M. Lukin, Jesse Bloecker, Eric Holder, Clare R. Voss |
| 2019 | Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings. | Thomas Manzini, Yao Chong Lim, Alan W. Black, Yulia Tsvetkov |
| 2019 | Neural Text Normalization with Subword Units. | Courtney Mansfield, Ming Sun, Yuzong Liu, Ankur Gandhe, Bjrn Hoffmeister |
| 2019 | A Partially Rule-Based Approach to AMR Generation. | Emma Manning |
| 2019 | Improving Lemmatization of Non-Standard Languages with Joint Learning. | Enrique Manjavacas, kos Kdr, Mike Kestemont |
| 2019 | A Simple Joint Model for Improved Contextual Neural Lemmatization. | Chaitanya Malaviya, Shijie Wu, Ryan Cotterell |
| 2019 | Text Classification with Few Examples using Controlled Generalization. | Abhijit Mahabal, Jason Baldridge, Burcu Karagol Ayan, Vincent Perot, Dan Roth |
| 2019 | Subword-Level Language Identification for Intra-Word Code-Switching. | Manuel Mager, zlem etinoglu, Katharina Kann |
| 2019 | Goal-Oriented End-to-End Conversational Models with Profile Features in a Real-World Setting. | Yichao Lu, Manisha Srivastava, Jared Kramer, Heba Elfardy, Andrea Kahn, Song Wang, Vikas Bhardwaj |
| 2019 | Cross-referencing Using Fine-grained Topic Modeling. | Jeffrey Lund, Piper Armstrong, Wilson Fearn, Stephen Cowley, Emily Hales, Kevin D. Seppi |
| 2019 | SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling. | Peng Lu, Ting Bai, Philippe Langlais |
| 2019 | Aligning Vector-spaces with Noisy Supervised Lexicon. | Noa Yehezkel Lubin, Jacob Goldberger, Yoav Goldberg |
| 2019 | A general framework for information extraction using dynamic span graphs. | Yi Luan, Dave Wadden, Luheng He, Amy Shah, Mari Ostendorf, Hannaneh Hajishirzi |
| 2019 | Neural Constituency Parsing of Speech Transcripts. | Paria Jamshid Lou, Yufei Wang, Mark Johnson |