| 2023 | MUTANT: A Multi-sentential Code-mixed Hinglish Dataset. | Rahul Gupta, Vivek Srivastava, Mayank Singh |
| 2023 | ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution. | Ankita Gupta, Marzena Karpinska, Wenlong Zhao, Kalpesh Krishna, Jack Merullo, Luke Yeh, Mohit Iyyer, Brendan O'Connor |
| 2023 | Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction. | Jia Guo, Stanley Kok, Lidong Bing |
| 2023 | Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation. | Nuno Miguel Guerreiro, Elena Voita, Andr F. T. Martins |
| 2023 | Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy. | Shai Gretz, Assaf Toledo, Roni Friedman, Dan Lahav, Rose Weeks, Naor Bar-Zeev, Joo Sedoc, Pooja Sangha, Yoav Katz, Noam Slonim |
| 2023 | OLEA: Tool and Infrastructure for Offensive Language Error Analysis in English. | Marie Grace, Xajavion "Jay" Seabrum, Dananjay Srinivas, Alexis Palmer |
| 2023 | JobXMLC: EXtreme Multi-Label Classification of Job Skills with Graph Neural Networks. | Nidhi Goyal, Jushaan Singh Kalra, Charu Sharma, Raghava Mutharaju, Niharika Sachdeva, Ponnurangam Kumaraguru |
| 2023 | How people talk about each other: Modeling Generalized Intergroup Bias and Emotion. | Venkata Subrahmanyan Govindarajan, Katherine Atwell, Barea Sinno, Malihe Alikhani, David Beaver, Junyi Jessy Li |
| 2023 | SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains. | Koustava Goswami, Lukas Lange, Jun Araki, Heike Adel |
| 2023 | Paraphrase Acquisition from Image Captions. | Marcel Gohsen, Matthias Hagen, Martin Potthast, Benno Stein |
| 2023 | Benchmarking Long-tail Generalization with Likelihood Splits. | Ameya Godbole, Robin Jia |
| 2023 | Exploring Paracrawl for Document-level Neural Machine Translation. | Yusser Al Ghussin, Jingyi Zhang, Josef van Genabith |
| 2023 | Text-Derived Knowledge Helps Vision: A Simple Cross-modal Distillation for Video-based Action Anticipation. | Sayontan Ghosh, Tanvi Aggarwal, Minh Hoai, Niranjan Balasubramanian |
| 2023 | Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text. | Marwa Gaser, Manuel Mager, Injy Hamed, Nizar Habash, Slim Abdennadher, Ngoc Thang Vu |
| 2023 | A Federated Approach for Hate Speech Detection. | Jay Gala, Deep Gandhi, Jash Mehta, Zeerak Talat |
| 2023 | Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks. | Piotr Gainski, Klaudia Balazy |
| 2023 | DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis. | Yi Fung, Han Wang, Tong Wang, Ali Kebarighotbi, Mohit Bansal, Heng Ji, Prem Natarajan |
| 2023 | A Kind Introduction to Lexical and Grammatical Aspect, with a Survey of Computational Approaches. | Annemarie Friedrich, Nianwen Xue, Alexis Palmer |
| 2023 | Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study. | Brian Formento, Chuan-Sheng Foo, Anh Tuan Luu, See-Kiong Ng |
| 2023 | Automatic Dialog Flow Extraction and Guidance. | Patrcia Ferreira |
| 2023 | CHARD: Clinical Health-Aware Reasoning Across Dimensions for Text Generation Models. | Steven Y. Feng, Vivek Khetan, Bogdan Sacaleanu, Anatole Gershman, Eduard H. Hovy |
| 2023 | Distillation of encoder-decoder transformers for sequence labelling. | Marco Farina, Duccio Pappadopulo, Anant Gupta, Leslie Huang, Ozan Irsoy, Thamar Solorio |
| 2023 | Transformers with Learnable Activation Functions. | Haishuo Fang, Ji-Ung Lee, Nafise Sadat Moosavi, Iryna Gurevych |
| 2023 | A User-Centered, Interactive, Human-in-the-Loop Topic Modelling System. | Zheng Fang, Lama Alqazlan, Du Liu, Yulan He, Rob Procter |
| 2023 | Bridging Argument Quality and Deliberative Quality Annotations with Adapters. | Neele Falk, Gabriella Lapesa |