| 2021 | X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering. | Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May |
| 2021 | An Empirical Study on Neural Keyphrase Generation. | Rui Meng, Xingdi Yuan, Tong Wang, Sanqiang Zhao, Adam Trischler, Daqing He |
| 2021 | GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input. | Tao Meng, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi |
| 2021 | Modeling Framing in Immigration Discourse on Social Media. | Julia Mendelsohn, Ceren Budak, David Jurgens |
| 2021 | Ab Antiquo: Neural Proto-language Reconstruction. | Carlo Meloni, Shauli Ravfogel, Yoav Goldberg |
| 2021 | Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding. | Abdellah El Mekki, Abdelkader El Mahdaouy, Ismail Berrada, Ahmed Khoumsi |
| 2021 | LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes. | Kartik Mehta, Ioana Oprea, Nikhil Rasiwasia |
| 2021 | Example-Driven Intent Prediction with Observers. | Shikib Mehri, Mihail Eric |
| 2021 | Syntax-Based Attention Masking for Neural Machine Translation. | Colin McDonald, David Chiang |
| 2021 | FLIN: A Flexible Natural Language Interface for Web Navigation. | Sahisnu Mazumder, Oriana Riva |
| 2021 | Do Syntactic Probes Probe Syntax? Experiments with Jabberwocky Probing. | Rowan Hall Maudslay, Ryan Cotterell |
| 2021 | EventPlus: A Temporal Event Understanding Pipeline. | Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng |
| 2021 | Why Do Document-Level Polarity Classifiers Fail? | Karen S. Martins, Pedro O. S. Vaz de Melo, Rodrygo L. T. Santos |
| 2021 | OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation. | Petr Marek, Vishal Ishwar Naik, Anuj Goyal, Vincent Auvray |
| 2021 | DATE: Detecting Anomalies in Text via Self-Supervision of Transformers. | Andrei Manolache, Florin Brad, Elena Burceanu |
| 2021 | GPT Perdetry Test: Generating new meanings for new words. | Nikolay Malkin, Sameera Lanka, Pranav Goel, Sudha Rao, Nebojsa Jojic |
| 2021 | Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge. | Bodhisattwa Prasad Majumder, Sudha Rao, Michel Galley, Julian J. McAuley |
| 2021 | Improving Generation and Evaluation of Visual Stories via Semantic Consistency. | Adyasha Maharana, Darryl Hannan, Mohit Bansal |
| 2021 | Controllable Text Simplification with Explicit Paraphrasing. | Mounica Maddela, Fernando Alva-Manchego, Wei Xu |
| 2021 | Neural Language Modeling for Contextualized Temporal Graph Generation. | Aman Madaan, Yiming Yang |
| 2021 | StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer. | Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard H. Hovy, Barnabs Pczos, Ruslan Salakhutdinov, Louis-Philippe Morency |
| 2021 | NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints. | Ximing Lu, Peter West, Rowan Zellers, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi |
| 2021 | Field Embedding: A Unified Grain-Based Framework for Word Representation. | Junjie Luo, Xi Chen, Jichao Sun, Yuejia Xiang, Ningyu Zhang, Xiang Wan |
| 2021 | Constrained Multi-Task Learning for Event Coreference Resolution. | Jing Lu, Vincent Ng |
| 2021 | Graph-based Multilingual Product Retrieval in E-Commerce Search. | Hanqing Lu, Youna Hu, Tong Zhao, Tony Wu, Yiwei Song, Bing Yin |