| 2019 | Partial Or Complete, That's The Question. | Qiang Ning, Hangfeng He, Chuchu Fan, Dan Roth |
| 2019 | A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization. | Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung |
| 2019 | Fake News Detection using Deep Markov Random Fields. | Duc Minh Nguyen, Tien Huu Do, A. Robert Calderbank, Nikos Deligiannis |
| 2019 | compare-mt: A Tool for Holistic Comparison of Language Generation Systems. | Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang |
| 2019 | Language Learning and Processing in People and Machines. | Aida Nematzadeh, Richard Futrell, Roger Levy |
| 2019 | FAKTA: An Automatic End-to-End Fact Checking System. | Moin Nadeem, Wei Fang, Brian Xu, Mitra Mohtarami, James R. Glass |
| 2019 | Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. | Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova |
| 2019 | Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages. | V. Rudra Murthy, Anoop Kunchukuttan, Pushpak Bhattacharyya |
| 2019 | A Case Study on Neural Headline Generation for Editing Support. | Kazuma Murao, Ken Kobayashi, Hayato Kobayashi, Taichi Yatsuka, Takeshi Masuyama, Tatsuru Higurashi, Yoshimune Tabuchi |
| 2019 | Emotion Impacts Speech Recognition Performance. | Rushab Munot, Ani Nenkova |
| 2019 | Polyglot Contextual Representations Improve Crosslingual Transfer. | Phoebe Mulcaire, Jungo Kasai, Noah A. Smith |
| 2019 | Value-based Search in Execution Space for Mapping Instructions to Programs. | Dor Muhlgay, Jonathan Herzig, Jonathan Berant |
| 2019 | Highly Effective Arabic Diacritization using Sequence to Sequence Modeling. | Hamdy Mubarak, Ahmed Abdelali, Hassan Sajjad, Younes Samih, Kareem Darwish |
| 2019 | Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation. | Amit Moryossef, Yoav Goldberg, Ido Dagan |
| 2019 | SEDTWik: Segmentation-based Event Detection from Tweets Using Wikipedia. | Keval Morabia, Lalita Bhanu Murthy Neti, Aruna Malapati, Surender Singh Samant |
| 2019 | Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation. | Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq R. Joty |
| 2019 | Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training. | Tasnim Mohiuddin, Shafiq R. Joty |
| 2019 | Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models - Is Single-Corpus Evaluation Enough? | Masato Mita, Tomoya Mizumoto, Masahiro Kaneko, Ryo Nagata, Kentaro Inui |
| 2019 | Abusive Language Detection with Graph Convolutional Networks. | Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova |
| 2019 | SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media. | Rohan Mishra, Pradyumna Prakhar Sinha, Ramit Sawhney, Debanjan Mahata, Puneet Mathur, Rajiv Ratn Shah |
| 2019 | Evaluating Style Transfer for Text. | Remi Mir, Bjarke Felbo, Nick Obradovich, Iyad Rahwan |
| 2019 | A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the Crowd. | Tristan Miller, Maria Sukhareva, Iryna Gurevych |
| 2019 | Simplified Neural Unsupervised Domain Adaptation. | Timothy Miller |
| 2019 | On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models. | Paul Michel, Xian Li, Graham Neubig, Juan Miguel Pino |
| 2019 | Are the Tools up to the Task? an Evaluation of Commercial Dialog Tools in Developing Conversational Enterprise-grade Dialog Systems. | Marie Meteer, Meghan Hickey, Carmi Rothberg, David Nahamoo, Ellen Eide Kislal |