| 2025 | Fighting Spurious Correlations in Text Classification via a Causal Learning Perspective. | Yuqing Zhou, Ziwei Zhu |
| 2025 | Parameter-free and Accessible Prompt Learning to Enhance Adversarial Robustness for Pre-trained Vision-Language Models. | Xingran Zhou, Kun Yang, Changtao Miao, Bingyu Hu, Zhuoer Xu, Shiwen Cui, Changhua Meng, Dan Hong |
| 2025 | Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations. | Yinghan Zhou, Juan Wen, Wanli Peng, Yiming Xue, Ziwei Zhang, Zhengxian Wu |
| 2025 | SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation. | Xuhui Zhou, Zhe Su, Sophie Feng, Jiaxu Zhou, Jen-tse Huang, Hsien-Te Kao, Spencer Lynch, Svitlana Volkova, Tongshuang Wu, Anita Woolley, Hao Zhu, Maarten Sap |
| 2025 | Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering. | Wei Zhou, Mohsen Mesgar, Annemarie Friedrich, Heike Adel |
| 2025 | MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs. | Yuhang Zhou, Giannis Karamanolakis, Victor Soto, Anna Rumshisky, Mayank Kulkarni, Furong Huang, Wei Ai, Jianhua Lu |
| 2025 | Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge. | Li Zhou, Taelin Karidi, Wanlong Liu, Nicolas Garneau, Yong Cao, Wenyu Chen, Haizhou Li, Daniel Hershcovich |
| 2025 | RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model. | Changhai Zhou, Shijie Han, Lining Yang, Yuhua Zhou, Xu Cheng, Yibin Wang, Hongguang Li |
| 2025 | REL-A.I.: An Interaction-Centered Approach To Measuring Human-LM Reliance. | Kaitlyn Zhou, Jena D. Hwang, Xiang Ren, Nouha Dziri, Dan Jurafsky, Maarten Sap |
| 2025 | MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning Steps. | Xiongtao Zhou, Jie He, Lanyu Chen, Jingyu Li, Haojing Chen, Vctor Gutirrez-Basulto, Jeff Z. Pan, Hanjie Chen |
| 2025 | Rethinking Word Similarity: Semantic Similarity through Classification Confusion. | Kaitlyn Zhou, Haishan Gao, Sarah Li Chen, Dan Edelstein, Dan Jurafsky, Chen Shani |
| 2025 | Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural Priming. | Zhenghao Zhou, Robert Frank, R. Thomas McCoy |
| 2025 | Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language. | Zhiqiang Zhong, Simon Sataa-Yu Larsen, Haoyu Guo, Tao Tang, Kuangyu Zhou, Davide Mottin |
| 2025 | Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization. | Yang Zhong, Diane J. Litman |
| 2025 | E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic Expressions. | Hongbo Zheng, Suyuan Wang, Neeraj Gangwar, Nickvash Kani |
| 2025 | AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging. | Yiran Zhao, Wenxuan Zhang, Huiming Wang, Kenji Kawaguchi, Lidong Bing |
| 2025 | FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG. | Xinping Zhao, Yan Zhong, Zetian Sun, Xinshuo Hu, Zhenyu Liu, Dongfang Li, Baotian Hu, Min Zhang |
| 2025 | A Layered Debating Multi-Agent System for Similar Disease Diagnosis. | Yutian Zhao, Huimin Wang, Yefeng Zheng, Xian Wu |
| 2025 | A Federated Framework for LLM-based Recommendation. | Jujia Zhao, Wenjie Wang, Chen Xu, See-Kiong Ng, Tat-Seng Chua |
| 2025 | Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with Decontextualization. | Jin Zhao, Jingxuan Tu, Bingyang Ye, Xinrui Hu, Nianwen Xue, James Pustejovsky |
| 2025 | Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework. | Qi Zhao, Qi Song, Tian Xie, Haiyue Zhang, Hongyu Yang, Xiangyang Li |
| 2025 | On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models. | Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju, Peng Tang, Ying Nian Wu, Li Erran Li |
| 2025 | Challenges in Trustworthy Human Evaluation of Chatbots. | Wenting Zhao, Alexander M. Rush, Tanya Goyal |
| 2025 | REFFLY: Melody-Constrained Lyrics Editing Model. | Songyan Zhao, Bingxuan Li, Yufei Tian, Nanyun Peng |
| 2025 | Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning. | Yilun Zhao, Guo Gan, Chen Zhao, Arman Cohan |