| 2019 | Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources. | Meryem M'hamdi, Marjorie Freedman, Jonathan May |
| 2019 | Cross-Lingual Word Embeddings and the Structure of the Human Bilingual Lexicon. | Paola Merlo, Maria Andueza Rodriguez |
| 2019 | Named Entity Recognition with Partially Annotated Training Data. | Stephen Mayhew, Snigdha Chaturvedi, Chen-Tse Tsai, Dan Roth |
| 2019 | Comparing Top-Down and Bottom-Up Neural Generative Dependency Models. | Austin Matthews, Graham Neubig, Chris Dyer |
| 2019 | SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems. | Ashraf Mahgoub, Youssef Shahin, Riham Mansour, Saurabh Bagchi |
| 2019 | On Model Stability as a Function of Random Seed. | Pranava Madhyastha, Rishabh Jain |
| 2019 | TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. | Wentao Ma, Yiming Cui, Nan Shao, Su He, Weinan Zhang, Ting Liu, Shijin Wang, Guoping Hu |
| 2019 | Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data. | Chi-kiu Lo, Michel Simard |
| 2019 | SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing. | Zuchao Li, Hai Zhao, Zhuosheng Zhang, Rui Wang, Masao Utiyama, Eiichiro Sumita |
| 2019 | Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation. | Qianchu Liu, Diana McCarthy, Ivan Vulic, Anna Korhonen |
| 2019 | Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots. | Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie, Jun Zhao |
| 2019 | Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence. | Siyi Liu, Lei Guo, Kate K. Mays, Margrit Betke, Derry Tanti Wijaya |
| 2019 | Self-Adaptive Scaling for Learnable Residual Structure. | Fenglin Liu, Meng Gao, Yuanxin Liu, Kai Lei |
| 2019 | In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point Processes. | Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik, Zuying Huang |
| 2019 | A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification. | Ruizhe Li, Chenghua Lin, Matthew Collinson, Xiao Li, Guanyi Chen |
| 2019 | CUHK at MRP 2019: Transition-Based Parser with Cross-Framework Variable-Arity Resolve Action. | Sunny Lai, Chun Hei Lo, Kwong-Sak Leung, Yee Leung |
| 2019 | Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation. | Yi-An Lai, Arshit Gupta, Yi Zhang |
| 2019 | Low-Rank Approximations of Second-Order Document Representations. | Jarkko Lagus, Janne Sinkkonen, Arto Klami |
| 2019 | Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from Text. | Vishwajeet Kumar, Ganesh Ramakrishnan, Yuan-Fang Li |
| 2019 | On the Limits of Learning to Actively Learn Semantic Representations. | Omri Koshorek, Gabriel Stanovsky, Yichu Zhou, Vivek Srikumar, Jonathan Berant |
| 2019 | Hitachi at MRP 2019: Unified Encoder-to-Biaffine Network for Cross-Framework Meaning Representation Parsing. | Yuta Koreeda, Gaku Morio, Terufumi Morishita, Hiroaki Ozaki, Kohsuke Yanai |
| 2019 | Multi-Level Sentiment Analysis of PolEmo 2.0: Extended Corpus of Multi-Domain Consumer Reviews. | Jan Kocon, Piotr Milkowski, Monika Zasko-Zielinska |
| 2019 | Alleviating Sequence Information Loss with Data Overlapping and Prime Batch Sizes. | Nomien Kocher, Christian Scuito, Lorenzo Tarantino, Alexandros Lazaridis, Andreas Fischer, Claudiu Musat |
| 2019 | Window-Based Neural Tagging for Shallow Discourse Argument Labeling. | Ren Knaebel, Manfred Stede, Sebastian Stober |
| 2019 | Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios. | Kunho Kim, Rahul Jha, Kyle Williams, Alex Marin, Imed Zitouni |