| 2025 | LLM-Supported Natural Language to Bash Translation. | Finnian Westenfelder, Erik Hemberg, Stephen Moskal, Una-May O'Reilly, Silviu Chiricescu |
| 2025 | Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach. | Xiangyu Wen, Jianyuan Zhong, Zhijian Xu, Qiang Xu |
| 2025 | Linguistic Analysis of Veteran Job Interviews to Assess Effectiveness in Translating Military Expertise to the Civilian Workforce. | Caroline J. Wendt, Ehsanul Haque Nirjhar, Theodora Chaspari |
| 2025 | FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions. | Orion Weller, Benjamin Chang, Sean MacAvaney, Kyle Lo, Arman Cohan, Benjamin Van Durme, Dawn J. Lawrie, Luca Soldaini |
| 2025 | LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education. | Iain Weissburg, Sathvika Anand, Sharon Levy, Haewon Jeong |
| 2025 | A Data-Driven Method for Analyzing and Quantifying Lyrics-Dance Motion Relationships. | Kento Watanabe, Masataka Goto |
| 2025 | Decoding Fatphobia: Examining Anti-Fat and Pro-Thin Bias in AI-Generated Images. | Jane Warren, Gary M. Weiss, Fernando Martinez, Annika Guo, Yijun Zhao |
| 2025 | Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling. | Guangya Wan, Yuqi Wu, Jie Chen, Sheng Li |
| 2025 | On Positional Bias of Faithfulness for Long-form Summarization. | David Wan, Jesse Vig, Mohit Bansal, Shafiq Joty |
| 2025 | MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference. | Zhongwei Wan, Hui Shen, Xin Wang, Che Liu, Zheda Mai, Mi Zhang |
| 2025 | EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics. | Chenwei Wan, Matthieu Labeau, Chlo Clavel |
| 2025 | MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning. | Xujia Wang, Haiyan Zhao, Shuo Wang, Hanqing Wang, Zhiyuan Liu |
| 2025 | Balancing Forget Quality and Model Utility: A Reverse KL-Divergence Knowledge Distillation Approach for Better Unlearning in LLMs. | Bichen Wang, Yuzhe Zi, Yixin Sun, Yanyan Zhao, Bing Qin |
| 2025 | Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step. | Zezhong Wang, Xingshan Zeng, Weiwen Liu, Yufei Wang, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong |
| 2025 | AudioBench: A Universal Benchmark for Audio Large Language Models. | Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen |
| 2025 | ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis. | Zezhong Wang, Xingshan Zeng, Weiwen Liu, Liangyou Li, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong |
| 2025 | Typographic Attacks in a Multi-Image Setting. | Xiaomeng Wang, Zhengyu Zhao, Martha A. Larson |
| 2025 | Have LLMs Reopened the Pandora's Box of AI-Generated Fake News? | Xinyu Wang, Wenbo Zhang, Sai Dileep Koneru, Hangzhi Guo, Bonam Mingole, S. Shyam Sundar, Sarah Rajtmajer, Amulya Yadav |
| 2025 | Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples. | Zhilan Wang, Zekai Zhi, Rize Jin, Kehui Song, He Wang, Da-Jung Cho |
| 2025 | Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation. | Yu Wang, Jiaxin Zhang, Xiang Gao, Wendi Cui, Peng Li, Kamalika Das |
| 2025 | Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation. | Chenyu Wang, Weichao Zhou, Shantanu Ghosh, Kayhan Batmanghelich, Wenchao Li |
| 2025 | DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models. | Yimu Wang, Shuai Yuan, Bo Xue, Xiangru Jian, Wei Pang, Mushi Wang, Ning Yu |
| 2025 | TESTEVAL: Benchmarking Large Language Models for Test Case Generation. | Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma |
| 2025 | Developing multilingual speech synthesis system for Ojibwe, Mi'kmaq, and Maliseet. | Shenran Wang, Changbing Yang, Mike Parkhill, Chad Quinn, Christopher Hammerly, Jian Zhu |
| 2025 | VisCGEC: Benchmarking the Visual Chinese Grammatical Error Correction. | Xiaoman Wang, Dan Yuan, Xin Liu, Yike Zhao, Xiaoxiao Zhang, Xizhi Chen, Yunshi Lan |