| 2021 | Disambiguatory Signals are Stronger in Word-initial Positions. | Tiago Pimentel, Ryan Cotterell, Brian Roark |
| 2021 | AdapterFusion: Non-Destructive Task Composition for Transfer Learning. | Jonas Pfeiffer, Aishwarya Kamath, Andreas Rckl, Kyunghyun Cho, Iryna Gurevych |
| 2021 | Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies. | Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He |
| 2021 | On the evolution of syntactic information encoded by BERT's contextualized representations. | Laura Prez-Mayos, Roberto Carlini, Miguel Ballesteros, Leo Wanner |
| 2021 | On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search. | Gustavo Penha, Claudia Hauff |
| 2021 | Summarising Historical Text in Modern Languages. | Xutan Peng, Yi Zheng, Chenghua Lin, Advaith Siddharthan |
| 2021 | Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection. | Andraz Pelicon, Ravi Shekhar, Matej Martinc, Blaz Skrlj, Matthew Purver, Senja Pollak |
| 2021 | Aggregating and Learning from Multiple Annotators. | Silviu Paun, Edwin Simpson |
| 2021 | Multi-facet Universal Schema. | Rohan Paul, Haw-Shiuan Chang, Andrew McCallum |
| 2021 | A Simple Three-Step Approach for the Automatic Detection of Exaggerated Statements in Health Science News. | Jasabanta Patro, Sabyasachee Baruah |
| 2021 | Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers. | Krutarth Patel, Cornelia Caragea |
| 2021 | Telling BERT's Full Story: from Local Attention to Global Aggregation. | Damian Pascual, Gino Brunner, Roger Wattenhofer |
| 2021 | Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. | Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang |
| 2021 | PENELOPIE: Enabling Open Information Extraction for the Greek Language through Machine Translation. | Dimitris Papadopoulos, Nikolaos Papadakis, Nikolaos F. Matsatsinis |
| 2021 | Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT. | Isabel Papadimitriou, Ethan A. Chi, Richard Futrell, Kyle Mahowald |
| 2021 | Generative Text Modeling through Short Run Inference. | Bo Pang, Erik Nijkamp, Tian Han, Ying Nian Wu |
| 2021 | Unsupervised Extractive Summarization using Pointwise Mutual Information. | Vishakh Padmakumar, He He |
| 2021 | Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing. | Hiroaki Ozaki, Gaku Morio, Terufumi Morishita, Toshinori Miyoshi |
| 2021 | Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR. | Juri Opitz, Anette Frank |
| 2021 | Few-shot Learning for Slot Tagging with Attentive Relational Network. | Cennet Oguz, Ngoc Thang Vu |
| 2021 | OPUS-CAT: Desktop NMT with CAT integration and local fine-tuning. | Tommi Nieminen |
| 2021 | Tutorial Proposal: End-to-End Speech Translation. | Jan Niehues, Elizabeth Salesky, Marco Turchi, Matteo Negri |
| 2021 | Continuous Learning in Neural Machine Translation using Bilingual Dictionaries. | Jan Niehues |
| 2021 | Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing. | Minh Van Nguyen, Viet Dac Lai, Amir Pouran Ben Veyseh, Thien Huu Nguyen |
| 2021 | Paladin: an annotation tool based on active and proactive learning. | Minh-Quoc Nghiem, Paul Baylis, Sophia Ananiadou |