| 2021 | CDA: a Cost Efficient Content-based Multilingual Web Document Aligner. | Thuy Vu, Alessandro Moschitti |
| 2021 | Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection. | Nguyen Vo, Kyumin Lee |
| 2021 | Towards Personalised and Document-level Machine Translation of Dialogue. | Sebastian T. Vincent |
| 2021 | Lifelong Knowledge-Enriched Social Event Representation Learning. | Prashanth Vijayaraghavan, Deb Roy |
| 2021 | MadDog: A Web-based System for Acronym Identification and Disambiguation. | Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen |
| 2021 | Modelling Context Emotions using Multi-task Learning for Emotion Controlled Dialog Generation. | Deeksha Varshney, Asif Ekbal, Pushpak Bhattacharyya |
| 2021 | Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation. | Eva Vanmassenhove, Dimitar Sht. Shterionov, Matthew Gwilliam |
| 2021 | Unification-based Reconstruction of Multi-hop Explanations for Science Questions. | Marco Valentino, Mokanarangan Thayaparan, Andr Freitas |
| 2021 | T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition. | Asahi Ushio, Jos Camacho-Collados |
| 2021 | TMR: Evaluating NER Recall on Tough Mentions. | Jingxuan Tu, Constantine Lignos |
| 2021 | Unsupervised Natural Language Parsing (Introductory Tutorial). | Kewei Tu, Yong Jiang, Wenjuan Han, Yanpeng Zhao |
| 2021 | Quality Estimation without Human-labeled Data. | Yi-Lin Tuan, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Francisco Guzmn, Lucia Specia |
| 2021 | CovRelex: A COVID-19 Retrieval System with Relation Extraction. | Vu Tran, Van-Hien Tran, Phuong Nguyen, Chau Minh Nguyen, Ken Satoh, Yuji Matsumoto, Minh Le Nguyen |
| 2021 | Computationally Efficient Wasserstein Loss for Structured Labels. | Ayato Toyokuni, Sho Yokoi, Hisashi Kashima, Makoto Yamada |
| 2021 | A reproduction of Apple's bi-directional LSTM models for language identification in short strings. | Mads Toftrup, Sren Asger Srensen, Manuel R. Ciosici, Ira Assent |
| 2021 | Enhancing Aspect-level Sentiment Analysis with Word Dependencies. | Yuanhe Tian, Guimin Chen, Yan Song |
| 2021 | Elastic weight consolidation for better bias inoculation. | James Thorne, Andreas Vlachos |
| 2021 | The Chinese Remainder Theorem for Compact, Task-Precise, Efficient and Secure Word Embeddings. | Patricia Thaine, Gerald Penn |
| 2021 | Evaluating the Evaluation of Diversity in Natural Language Generation. | Guy Tevet, Jonathan Berant |
| 2021 | The Interplay of Task Success and Dialogue Quality: An in-depth Evaluation in Task-Oriented Visual Dialogues. | Alberto Testoni, Raffaella Bernardi |
| 2021 | OCTIS: Comparing and Optimizing Topic models is Simple! | Silvia Terragni, Elisabetta Fersini, Bruno Giovanni Galuzzi, Pietro Tropeano, Antonio Candelieri |
| 2021 | Meta-Learning for Effective Multi-task and Multilingual Modelling. | Ishan Tarunesh, Sushil Khyalia, Vishwajeet Kumar, Ganesh Ramakrishnan, Preethi Jyothi |
| 2021 | Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions? | Yixuan Tang, Hwee Tou Ng, Anthony K. H. Tung |
| 2021 | Alignment verification to improve NMT translation towards highly inflectional languages with limited resources. | George Tambouratzis |
| 2021 | Process-Level Representation of Scientific Protocols with Interactive Annotation. | Ronen Tamari, Fan Bai, Alan Ritter, Gabriel Stanovsky |