| 2025 | Tracing Multilingual Factual Knowledge Acquisition in Pretraining. | Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Krner, Ercong Nie, Barbara Plank, Franois Yvon, Hinrich Schtze |
| 2025 | The Role of Model Confidence on Bias Effects in Measured Uncertainties for Vision-Language Models. | Xinyi Liu, Weiguang Wang, Hangfeng He |
| 2025 | AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents. | Fengze Liu, Haoyu Wang, Joonhyuk Cho, Dan Roth, Andrew Lo |
| 2025 | Answer Convergence as a Signal for Early Stopping in Reasoning. | Xin Liu, Lu Wang |
| 2025 | Evaluating and Aligning Human Economic Risk Preferences in LLMs. | Jiaxin Liu, Yixuan Tang, Yi Yang, Kar Yan Tam |
| 2025 | XRAG: Cross-lingual Retrieval-Augmented Generation. | Wei Liu, Sony Trenous, Leonardo F. R. Ribeiro, Bill Byrne, Felix Hieber |
| 2025 | Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction. | Junkai Liu, Yujie Tong, Hui Huang, Bowen Zheng, Yiran Hu, Peicheng Wu, Chuan Xiao, Makoto Onizuka, Muyun Yang, Shuyuan Zheng |
| 2025 | The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents. | Yuhan Liu, Zirui Song, Juntian Zhang, Xiaoqing Zhang, Xiuying Chen, Rui Yan |
| 2025 | Logic: Long-form Outline Generation via Imitative and Critical Self-refinement. | Hengwei Liu, Yongliang Shen, Zhe Zheng, Haoyuan Ma, Xingyu Wu, Yin Zhang, Weiming Lu |
| 2025 | Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics. | Jiarui Liu, Yueqi Song, Yunze Xiao, Mingqian Zheng, Lindia Tjuatja, Jana Schaich Borg, Mona T. Diab, Maarten Sap |
| 2025 | Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks. | Sheng Liu, Qiang Sheng, Danding Wang, Yang Liu, Guang Yang, Juan Cao |
| 2025 | CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement. | Jiyuan Liu, Jielin Song, Yunhe Pang, Zhiyu Shen, Yanghui Rao |
| 2025 | Beyond Function-Level Search: Repository-Aware Dual-Encoder Code Retrieval with Adversarial Verification. | Aofan Liu, Shiyuan Song, Haoxuan Li, Cehao Yang, Yiyan Qi |
| 2025 | Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph. | Minghang Liu, Yinghan Shen, Zihe Huang, Yuanzhuo Wang, Xuhui Jiang, Huawei Shen |
| 2025 | Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research. | Xiang Liu, Penglei Sun, Shuyan Chen, Longhan Zhang, Peijie Dong, Huajie You, Yongqi Zhang, Chang Yan, Xiaowen Chu, Tong-yi Zhang |
| 2025 | Joint Modeling of Entities and Discourse Relations for Coherence Assessment. | Wei Liu, Michael Strube |
| 2025 | Conflicts in Texts: Data, Implications and Challenges. | Siyi Liu, Dan Roth |
| 2025 | Diagnosing Moral Reasoning Acquisition in Language Models: Pragmatics and Generalization. | Guangliang Liu, Zimo Qi, Xitong Zhang, Lei Jiang, Kristen Marie Johnson |
| 2025 | Discourse Heuristics For Paradoxically Moral Self-Correction. | Guangliang Liu, Zimo Qi, Xitong Zhang, Kristen Marie Johnson |
| 2025 | VLA-Mark: A cross modal watermark for large vision-language alignment models. | Shuliang Liu, Zheng Qi, Jesse Jiaxi Xu, Yibo Yan, Junyan Zhang, He Geng, Aiwei Liu, Peijie Jiang, Jia Liu, Yik-Cheung Tam, Xuming Hu |
| 2025 | NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning. | Wei Liu, Siya Qi, Xinyu Wang, Chen Qian, Yali Du, Yulan He |
| 2025 | GenPoE: Generative Passage-level Mixture of Experts for Knowledge Enhancement of LLMs. | Xuebing Liu, Shanbao Qiao, Seung-Hoon Na |
| 2025 | DS-MHP: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path. | Yongqiang Liu, Qiyao Peng, Binrong Liu, Hongtao Liu, XueWei Li, Wenjun Wang |
| 2025 | TactfulToM: Do LLMs have the Theory of Mind ability to understand White Lies? | Yiwei Liu, Emma Jane Pretty, Jiahao Huang, Saku Sugawara |
| 2025 | Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs. | Che Liu, Cheng Ouyang, Zhongwei Wan, Haozhe Wang, Wenjia Bai, Rossella Arcucci |