| 2024 | Event Semantic Classification in Context. | Haoyu Wang, Hongming Zhang, Kaiqiang Song, Dong Yu, Dan Roth |
| 2024 | Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction. | Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han, Huimin Zhao, Heng Ji |
| 2024 | Learning to Retrieve In-Context Examples for Large Language Models. | Liang Wang, Nan Yang, Furu Wei |
| 2024 | Rethinking STS and NLI in Large Language Models. | Yuxia Wang, Minghan Wang, Preslav Nakov |
| 2024 | Backtracing: Retrieving the Cause of the Query. | Rose E. Wang, Pawan Wirawarn, Omar Khattab, Noah D. Goodman, Dorottya Demszky |
| 2024 | M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection. | Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Chenxi Whitehouse, Osama Mohammed Afzal, Tarek Mahmoud, Toru Sasaki, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov |
| 2024 | Do-Not-Answer: Evaluating Safeguards in LLMs. | Yuxia Wang, Haonan Li, Xudong Han, Preslav Nakov, Timothy Baldwin |
| 2024 | SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling. | Eileen Wang, Soyeon Caren Han, Josiah Poon |
| 2024 | Unified Embeddings for Multimodal Retrieval via Frozen LLMs. | Ziyang Wang, Heba Elfardy, Markus Dreyer, Kevin Small, Mohit Bansal |
| 2024 | Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection. | Wei-Yao Wang, Yu-Chieh Chang, Wen-Chih Peng |
| 2024 | Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization. | Andreas Waldis, Yufang Hou, Iryna Gurevych |
| 2024 | Contrastive Decoding Reduces Hallucinations in Large Multilingual Machine Translation Models. | Jonas Waldendorf, Barry Haddow, Alexandra Birch |
| 2024 | Comparing Knowledge Sources for Open-Domain Scientific Claim Verification. | Juraj Vladika, Florian Matthes |
| 2024 | Anchor Points: Benchmarking Models with Much Fewer Examples. | Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela |
| 2024 | Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks. | Danae Sanchez Villegas, Daniel Preotiuc-Pietro, Nikolaos Aletras |
| 2024 | Large-Scale Bitext Corpora Provide New Evidence for Cognitive Representations of Spatial Terms. | Peter Viechnicki, Kevin Duh, Anthony Kostacos, Barbara Landau |
| 2024 | Small Language Models Improve Giants by Rewriting Their Outputs. | Giorgos Vernikos, Arthur Brazinskas, Jakub Admek, Jonathan Mallinson, Aliaksei Severyn, Eric Malmi |
| 2024 | Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions. | Marco Valentino, Danilo S. Carvalho, Andr Freitas |
| 2024 | A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis. | Robert Vacareanu, Siddharth Varia, Kishaloy Halder, Shuai Wang, Giovanni Paolini, Neha Anna John, Miguel Ballesteros, Smaranda Muresan |
| 2024 | A RelEntLess Benchmark for Modelling Graded Relations between Named Entities. | Asahi Ushio, Jos Camacho-Collados, Steven Schockaert |
| 2024 | HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs. | Cem Uluoglakci, Tugba Temizel |
| 2024 | Non-Exchangeable Conformal Language Generation with Nearest Neighbors. | Dennis Ulmer, Chrysoula Zerva, Andr F. T. Martins |
| 2024 | Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning. | Lifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou |
| 2024 | Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling. | Talia Tseriotou, Ryan Sze-Yin Chan, Adam Tsakalidis, Iman Munire Bilal, Elena Kochkina, Terry J. Lyons, Maria Liakata |
| 2024 | Reforging : A Method for Constructing a Linguistically Valid Japanese CCG Treebank. | Asa Tomita, Hitomi Yanaka, Daisuke Bekki |