| 2018 | Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift. | Ajay Nagesh, Mihai Surdeanu |
| 2018 | Explainable Prediction of Medical Codes from Clinical Text. | James Mullenbach, Sarah Wiegreffe, Jon Duke, Jimeng Sun, Jacob Eisenstein |
| 2018 | Multimodal Named Entity Recognition for Short Social Media Posts. | Seungwhan Moon, Leonardo Neves, Vitor Carvalho |
| 2018 | Generating Bilingual Pragmatic Color References. | Will Monroe, Jennifer Hu, Andrew Jong, Christopher Potts |
| 2018 | Automatic Stance Detection Using End-to-End Memory Networks. | Mitra Mohtarami, Ramy Baly, James R. Glass, Preslav Nakov, Llus Mrquez, Alessandro Moschitti |
| 2018 | Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks. | Salman Mohammed, Peng Shi, Jimmy Lin |
| 2018 | Using Aspect Extraction Approaches to Generate Review Summaries and User Profiles. | Christopher Mitcheltree, Veronica Wharton, Avneesh Saluja |
| 2018 | Crowdsourcing Question-Answer Meaning Representations. | Julian Michael, Gabriel Stanovsky, Luheng He, Ido Dagan, Luke Zettlemoyer |
| 2018 | Practical Application of Domain Dependent Confidence Measurement for Spoken Language Understanding Systems. | Mahnoosh Mehrabani, David Thomson, Benjamin Stern |
| 2018 | Using Morphological Knowledge in Open-Vocabulary Neural Language Models. | Austin Matthews, Graham Neubig, Chris Dyer |
| 2018 | Multi-lingual neural title generation for e-Commerce browse pages. | Prashant Mathur, Nicola Ueffing, Gregor Leusch |
| 2018 | Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation. | Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li, Xuancheng Ren |
| 2018 | Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks. | Diego Marcheggiani, Jasmijn Bastings, Ivan Titov |
| 2018 | SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling. | Ana Marasovic, Anette Frank |
| 2018 | Learning to Color from Language. | Varun Manjunatha, Mohit Iyyer, Jordan L. Boyd-Graber, Larry S. Davis |
| 2018 | Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog. | Kaixin Ma, Tomasz Jurczyk, Jinho D. Choi |
| 2018 | Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data. | Ayush Maheshwari, Vishwajeet Kumar, Ganesh Ramakrishnan, J. Saketha Nath |
| 2018 | Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings. | Debanjan Mahata, John Kuriakose, Rajiv Ratn Shah, Roger Zimmermann |
| 2018 | Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books. | Suraj Maharjan, Sudipta Kar, Manuel Montes-y-Gmez, Fabio A. Gonzlez, Thamar Solorio |
| 2018 | Defoiling Foiled Image Captions. | Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia |
| 2018 | A Deeper Look into Dependency-Based Word Embeddings. | Sean MacAvaney, Amir Zeldes |
| 2018 | Towards Understanding Text Factors in Oral Reading. | Anastassia Loukina, Van Rynald T. Liceralde, Beata Beigman Klebanov |
| 2018 | Deep Dungeons and Dragons: Learning Character-Action Interactions from Role-Playing Game Transcripts. | Annie Louis, Charles Sutton |
| 2018 | Early Text Classification Using Multi-Resolution Concept Representations. | Adrin Pastor Lpez-Monroy, Fabio A. Gonzlez, Manuel Montes-y-Gmez, Hugo Jair Escalante, Thamar Solorio |
| 2018 | Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network. | Chenliang Li, Weiran Xu, Si Li, Sheng Gao |