| 2019 | Joint Multiple Intent Detection and Slot Labeling for Goal-Oriented Dialog. | Rashmi Gangadharaiah, Balakrishnan Narayanaswamy |
| 2019 | Neural language models as psycholinguistic subjects: Representations of syntactic state. | Richard Futrell, Ethan Wilcox, Takashi Morita, Peng Qian, Miguel Ballesteros, Roger Levy |
| 2019 | Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing. | Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin |
| 2019 | Fact Discovery from Knowledge Base via Facet Decomposition. | Zihao Fu, Yankai Lin, Zhiyuan Liu, Wai Lam |
| 2019 | Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives. | Liye Fu, Jonathan P. Chang, Cristian Danescu-Niculescu-Mizil |
| 2019 | Multilingual prediction of Alzheimer's disease through domain adaptation and concept-based language modelling. | Kathleen C. Fraser, Nicklas Linz, Bai Li, Kristina Lundholm Fors, Frank Rudzicz, Alexandra Knig, Jan Alexandersson, Philippe H. Robert, Dimitrios Kokkinakis |
| 2019 | A Simple and Robust Approach to Detecting Subject-Verb Agreement Errors. | Simon Flachs, Ophlie Lacroix, Marek Rei, Helen Yannakoudakis, Anders Sgaard |
| 2019 | LT Expertfinder: An Evaluation Framework for Expert Finding Methods. | Tim Fischer, Steffen Remus, Chris Biemann |
| 2019 | Strong Baselines for Complex Word Identification across Multiple Languages. | Pierre Finnimore, Elisabeth Fritzsch, Daniel King, Alison Sneyd, Aneeq Ur Rehman, Fernando Alva-Manchego, Andreas Vlachos |
| 2019 | Left-to-Right Dependency Parsing with Pointer Networks. | Daniel Fernndez-Gonzlez, Carlos Gmez-Rodrguez |
| 2019 | Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision. | Yanlin Feng, Xiaojun Wan |
| 2019 | Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling. | Zhifang Fan, Zhen Wu, Xin-Yu Dai, Shujian Huang, Jiajun Chen |
| 2019 | Fast Concept Mention Grouping for Concept Map-based Multi-Document Summarization. | Tobias Falke, Iryna Gurevych |
| 2019 | Question Answering as an Automatic Evaluation Metric for News Article Summarization. | Matan Eyal, Tal Baumel, Michael Elhadad |
| 2019 | Cross-lingual CCG Induction. | Kilian Evang |
| 2019 | Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities. | Alexander Erdmann, David Joseph Wrisley, Benjamin Allen, Christopher Brown, Sophie Cohen-Bodns, Micha Elsner, Yukun Feng, Brian Joseph, Batrice Joyeux-Prunel, Marie-Catherine de Marneffe |
| 2019 | Measuring and Modeling Language Change. | Jacob Eisenstein |
| 2019 | Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems. | Steffen Eger, Gzde Gl Sahin, Andreas Rckl, Ji-Ung Lee, Claudia Schulz, Mohsen Mesgar, Krishnkant Swarnkar, Edwin Simpson, Iryna Gurevych |
| 2019 | Pre-trained language model representations for language generation. | Sergey Edunov, Alexei Baevski, Michael Auli |
| 2019 | Misspelling Oblivious Word Embeddings. | Bora Edizel, Aleksandra Piktus, Piotr Bojanowski, Rui Ferreira, Edouard Grave, Fabrizio Silvestri |
| 2019 | Word Embedding-Based Automatic MT Evaluation Metric using Word Position Information. | Hiroshi Echizen-ya, Kenji Araki, Eduard H. Hovy |
| 2019 | Graph Pattern Entity Ranking Model for Knowledge Graph Completion. | Takuma Ebisu, Ryutaro Ichise |
| 2019 | Evaluating Coherence in Dialogue Systems using Entailment. | Nouha Dziri, Ehsan Kamalloo, Kory W. Mathewson, Osmar R. Zaane |
| 2019 | Is It Dish Washer Safe? Automatically Answering "Yes/No" Questions Using Customer Reviews. | Daria Dzendzik, Carl Vogel, Jennifer Foster |
| 2019 | One Size Does Not Fit All: Comparing NMT Representations of Different Granularities. | Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Yonatan Belinkov, Preslav Nakov |