| 2021 | Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models. | Tianxing He, Bryan McCann, Caiming Xiong, Ehsan Hosseini-Asl |
| 2021 | Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models. | Tianxing He, Jun Liu, Kyunghyun Cho, Myle Ott, Bing Liu, James R. Glass, Fuchun Peng |
| 2021 | Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries. | Benjamin Heinzerling, Kentaro Inui |
| 2021 | Multilingual and cross-lingual document classification: A meta-learning approach. | Niels van der Heijden, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova |
| 2021 | From Toxicity in Online Comments to Incivility in American News: Proceed with Caution. | Anushree Hede, Oshin Agarwal, Linda Lu, Diana C. Mutz, Ani Nenkova |
| 2021 | BERTese: Learning to Speak to BERT. | Adi Haviv, Jonathan Berant, Amir Globerson |
| 2021 | ASAD: Arabic Social media Analytics and unDerstanding. | Sabit Hassan, Hamdy Mubarak, Ahmed Abdelali, Kareem Darwish |
| 2021 | Incremental Beam Manipulation for Natural Language Generation. | James Hargreaves, Andreas Vlachos, Guy Emerson |
| 2021 | Modeling Context in Answer Sentence Selection Systems on a Latency Budget. | Rujun Han, Luca Soldaini, Alessandro Moschitti |
| 2021 | Diverse Adversaries for Mitigating Bias in Training. | Xudong Han, Timothy Baldwin, Trevor Cohn |
| 2021 | NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles. | Felix Hamborg, Karsten Donnay |
| 2021 | Open-Mindedness and Style Coordination in Argumentative Discussions. | Aviv Ben Haim, Oren Tsur |
| 2021 | Metrical Tagging in the Wild: Building and Annotating Poetry Corpora with Rhythmic Features. | Thomas N. Haider |
| 2021 | Forum 4.0: An Open-Source User Comment Analysis Framework. | Marlo Haering, Jakob Smedegaard Andersen, Chris Biemann, Wiebke Loosen, Benjamin Milde, Tim Pietz, Christian Stcker, Gregor Wiedemann, Olaf Zukunft, Walid Maalej |
| 2021 | SCoT: Sense Clustering over Time: a tool for the analysis of lexical change. | Christian Haase, Saba Anwar, Seid Muhie Yimam, Alexander Friedrich, Chris Biemann |
| 2021 | From characters to words: the turning point of BPE merges. | Ximena Gutierrez-Vasques, Christian Bentz, Olga Sozinova, Tanja Samardzic |
| 2021 | LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Content. | Shreya Gupta, Parantak Singh, Megha Sundriyal, Md. Shad Akhtar, Tanmoy Chakraborty |
| 2021 | ChainCQG: Flow-Aware Conversational Question Generation. | Jing Gu, Mostafa Mirshekari, Zhou Yu, Aaron Sisto |
| 2021 | Graph Matching and Graph Rewriting: GREW tools for corpus exploration, maintenance and conversion. | Bruno Guillaume |
| 2021 | An Expert Annotated Dataset for the Detection of Online Misogyny. | Ella Guest, Bertie Vidgen, Alexandros Mittos, Nishanth Sastry, Gareth Tyson, Helen Z. Margetts |
| 2021 | EmpathBERT: A BERT-based Framework for Demographic-aware Empathy Prediction. | Bhanu Prakash Reddy Guda, Aparna Garimella, Niyati Chhaya |
| 2021 | Coordinate Constructions in English Enhanced Universal Dependencies: Analysis and Computational Modeling. | Stefan Grnewald, Prisca Piccirilli, Annemarie Friedrich |
| 2021 | Globalizing BERT-based Transformer Architectures for Long Document Summarization. | Quentin Grail, Julien Perez, ric Gaussier |
| 2021 | Domain Expert Platform for Goal-Oriented Dialog Collection. | Didzis Gosko, Arturs Znotins, Inguna Skadina, Normunds Gruzitis, Gunta Nespore-Berzkalne |
| 2021 | Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP. | Rob van der Goot, Ahmet stn, Alan Ramponi, Ibrahim Sharaf, Barbara Plank |