| 2021 | El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing. | Arash Einolghozati, Abhinav Arora, Lorena Sainz-Maza Lecanda, Anuj Kumar, Sonal Gupta |
| 2021 | Acquiring a Formality-Informed Lexical Resource for Style Analysis. | Elisabeth Eder, Ulrike Krieg-Holz, Udo Hahn |
| 2021 | An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning. | Markus Eberts, Adrian Ulges |
| 2021 | Breaking Writer's Block: Low-cost Fine-tuning of Natural Language Generation Models. | Alexandre Duval, Thomas Lamson, Gael de Leseleuc de Kerouara, Matthias Gall |
| 2021 | ResPer: Computationally Modelling Resisting Strategies in Persuasive Conversations. | Ritam Dutt, Sayan Sinha, Rishabh Joshi, Surya Shekhar Chakraborty, Meredith Riggs, Xinru Yan, Haogang Bao, Carolyn P. Ros |
| 2021 | GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction. | Xinya Du, Alexander M. Rush, Claire Cardie |
| 2021 | Word Alignment by Fine-tuning Embeddings on Parallel Corpora. | Zi-Yi Dou, Graham Neubig |
| 2021 | A Neural Few-Shot Text Classification Reality Check. | Thomas Dopierre, Christophe Gravier, Wilfried Logerais |
| 2021 | ParaSCI: A Large Scientific Paraphrase Dataset for Longer Paraphrase Generation. | Qingxiu Dong, Xiaojun Wan, Yue Cao |
| 2021 | Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification. | Rui Dong, David Smith |
| 2021 | Discourse-Aware Unsupervised Summarization for Long Scientific Documents. | Yue Dong, Andrei Romascanu, Jackie Chi Kit Cheung |
| 2021 | Few Shot Dialogue State Tracking using Meta-learning. | Saket Dingliwal, Shuyang Gao, Sanchit Agarwal, Chien-Wei Lin, Tagyoung Chung, Dilek Hakkani-Tr |
| 2021 | A Computational Analysis of Vagueness in Revisions of Instructional Texts. | Alok Debnath, Michael Roth |
| 2021 | On the Computational Modelling of Michif Verbal Morphology. | Fineen Davis, Eddie Antonio Santos, Heather Souter |
| 2021 | Two Training Strategies for Improving Relation Extraction over Universal Graph. | Qin Dai, Naoya Inoue, Ryo Takahashi, Kentaro Inui |
| 2021 | Co-evolution of language and agents in referential games. | Gautier Dagan, Dieuwke Hupkes, Elia Bruni |
| 2021 | MATILDA - Multi-AnnoTator multi-language InteractiveLight-weight Dialogue Annotator. | Davide Cucurnia, Nikolai Rozanov, Irene Sucameli, Augusto Ciuffoletti, Maria Simi |
| 2021 | The Gutenberg Dialogue Dataset. | Richard Csaky, Gbor Recski |
| 2021 | Reanalyzing the Most Probable Sentence Problem: A Case Study in Explicating the Role of Entropy in Algorithmic Complexity. | Eric Corlett, Gerald Penn |
| 2021 | Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration. | Simone Conia, Roberto Navigli |
| 2021 | Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. | Costanza Conforti, Jakob Berndt, Marco Basaldella, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier |
| 2021 | Reviewing Natural Language Processing Research. | Kevin Cohen, Karn Fort, Margot Mieskes, Aurlie Nvol, Anna Rogers |
| 2021 | A Study of Automatic Metrics for the Evaluation of Natural Language Explanations. | Miruna-Adriana Clinciu, Arash Eshghi, Helen F. Hastie |
| 2021 | Contrastive Multi-document Question Generation. | Woon Sang Cho, Yizhe Zhang, Sudha Rao, Asli Celikyilmaz, Chenyan Xiong, Jianfeng Gao, Mengdi Wang, Bill Dolan |
| 2021 | SANDI: Story-and-Images Alignment. | Sreyasi Nag Chowdhury, Simon Razniewski, Gerhard Weikum |