| 2021 | Informative and Controllable Opinion Summarization. | Reinald Kim Amplayo, Mirella Lapata |
| 2021 | T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition. | Saadullah Amin, Guenter Neumann |
| 2021 | Belief-based Generation of Argumentative Claims. | Milad Alshomary, Wei-Fan Chen, Timon Gurcke, Henning Wachsmuth |
| 2021 | Benchmarking a transformer-FREE model for ad-hoc retrieval. | Tiago Melo Almeida, Srgio Matos |
| 2021 | A Unified Feature Representation for Lexical Connotations. | Emily Allaway, Kathleen R. McKeown |
| 2021 | SpanEmo: Casting Multi-label Emotion Classification as Span-prediction. | Hassan Alhuzali, Sophia Ananiadou |
| 2021 | Discrete Reasoning Templates for Natural Language Understanding. | Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo |
| 2021 | Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration. | Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer, Klemens Budde, Felix A. Gers, Alexander Lser |
| 2021 | Gender and Racial Fairness in Depression Research using Social Media. | Carlos Alejandro Aguirre, Keith Harrigian, Mark Dredze |
| 2021 | Subword Pooling Makes a Difference. | Judit cs, kos Kdr, Andrs Kornai |
| 2021 | Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19. | Muhammad Abdul-Mageed, AbdelRahim A. Elmadany, El Moatez Billah Nagoudi, Dinesh Pabbi, Kunal Verma, Rannie Lin |
| 2017 | A Hierarchical Neural Model for Learning Sequences of Dialogue Acts. | Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari |
| 2017 | Learning to Generate Product Reviews from Attributes. | Li Dong, Shaohan Huang, Furu Wei, Mirella Lapata, Ming Zhou, Ke Xu |
| 2017 | Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings. | Deyu Zhou, Xuan Zhang, Yulan He |
| 2017 | Transition-Based Deep Input Linearization. | Ratish Puduppully, Yue Zhang, Manish Shrivastava |
| 2017 | Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network. | Changzhi Sun, Yuanbin Wu, Man Lan, Shiliang Sun, Qi Zhang |
| 2017 | Attention Modeling for Targeted Sentiment. | Jiangming Liu, Yue Zhang |
| 2017 | Don't Stop Me Now! Using Global Dynamic Oracles to Correct Training Biases of Transition-Based Dependency Parsers. | Lauriane Aufrant, Guillaume Wisniewski, Franois Yvon |
| 2017 | Neural Semantic Encoders. | Tsendsuren Munkhdalai, Hong Yu |
| 2017 | Neural Tree Indexers for Text Understanding. | Tsendsuren Munkhdalai, Hong Yu |
| 2017 | Bib2vec: Embedding-based Search System for Bibliographic Information. | Takuma Yoneda, Koki Mori, Makoto Miwa, Yutaka Sasaki |
| 2017 | Grouping business news stories based on salience of named entities. | Lloren Escoter, Lidia Pivovarova, Mian Du, Anisia Katinskaia, Roman Yangarber |
| 2017 | Learning and Knowledge Transfer with Memory Networks for Machine Comprehension. | Mohit Yadav, Lovekesh Vig, Gautam Shroff |
| 2017 | A Systematic Study of Neural Discourse Models for Implicit Discourse Relation. | Attapol Rutherford, Vera Demberg, Nianwen Xue |
| 2017 | May I take your order? A Neural Model for Extracting Structured Information from Conversations. | Baolin Peng, Michael L. Seltzer, Y. C. Ju, Geoffrey Zweig, Kam-Fai Wong |