| 2021 | Using and comparing Rhetorical Structure Theory parsers with rst-workbench. | Arne Neumann |
| 2021 | Calculating the optimal step of arc-eager parsing for non-projective trees. | Mark-Jan Nederhof |
| 2021 | Entity-level Factual Consistency of Abstractive Text Summarization. | Feng Nan, Ramesh Nallapati, Zhiguo Wang, Ccero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathy McKeown, Bing Xiang |
| 2021 | Adapting Event Extractors to Medical Data: Bridging the Covariate Shift. | Aakanksha Naik, Jill Fain Lehman, Carolyn P. Ros |
| 2021 | Generating Weather Comments from Meteorological Simulations. | Soichiro Murakami, Sora Tanaka, Masatsugu Hangyo, Hidetaka Kamigaito, Kotaro Funakoshi, Hiroya Takamura, Manabu Okumura |
| 2021 | Through the Looking Glass: Learning to Attribute Synthetic Text Generated by Language Models. | Shaoor Munir, Brishna Batool, Zubair Shafiq, Padmini Srinivasan, Fareed Zaffar |
| 2021 | First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT. | Benjamin Muller, Yanai Elazar, Benot Sagot, Djam Seddah |
| 2021 | Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples. | Maximilian Mozes, Pontus Stenetorp, Bennett Kleinberg, Lewis D. Griffin |
| 2021 | Complementary Evidence Identification in Open-Domain Question Answering. | Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su |
| 2021 | Context-aware Neural Machine Translation with Mini-batch Embedding. | Makoto Morishita, Jun Suzuki, Tomoharu Iwata, Masaaki Nagata |
| 2021 | Semantic-aware transformation of short texts using word embeddings: An application in the Food Computing domain. | Andrea Morales-Garzn, Juan Gmez-Romero, Mara J. Martn-Bautista |
| 2021 | Measuring and Improving Faithfulness of Attention in Neural Machine Translation. | Pooya Moradi, Nishant Kambhatla, Anoop Sarkar |
| 2021 | Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks. | Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq R. Joty |
| 2021 | Understanding Pre-Editing for Black-Box Neural Machine Translation. | Rei Miyata, Atsushi Fujita |
| 2021 | Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources. | Kirill Milintsevich, Kairit Sirts |
| 2021 | Improving Factual Consistency Between a Response and Persona Facts. | Mohsen Mesgar, Edwin Simpson, Iryna Gurevych |
| 2021 | Familiar words but strange voices: Modelling the influence of speech variability on word recognition. | Alexandra Mayn, Badr M. Abdullah, Dietrich Klakow |
| 2021 | A phonetic model of non-native spoken word processing. | Yevgen Matusevych, Herman Kamper, Thomas Schatz, Naomi Feldman, Sharon Goldwater |
| 2021 | On the (In)Effectiveness of Images for Text Classification. | Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, Timothy Baldwin |
| 2021 | EMBEDDIA hackathon report: Automatic sentiment and viewpoint analysis of Slovenian news corpus on the topic of LGBTIQ+. | Matej Martinc, Nina Perger, Andraz Pelicon, Matej Ulcar, Andreja Vezovnik, Senja Pollak |
| 2021 | FrameForm: An Open-source Annotation Interface for FrameNet. | Bsra Marsan, Olcay Taner Yildiz |
| 2021 | Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models. | Daniel de Vassimon Manela, David Errington, Thomas Fisher, Boris van Breugel, Pasquale Minervini |
| 2021 | Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models. | Itzik Malkiel, Lior Wolf |
| 2021 | Adv-OLM: Generating Textual Adversaries via OLM. | Vijit Malik, Ashwani Bhat, Ashutosh Modi |
| 2021 | Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation. | Ji Ma, Ivan Korotkov, Yinfei Yang, Keith B. Hall, Ryan T. McDonald |