| 2025 | DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation. | Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan |
| 2025 | MPID: A Modality-Preserving and Interaction-Driven Fusion Network for Multimodal Sentiment Analysis. | Tianyi Li, Daming Liu |
| 2025 | t-HNE: A Text-guided Hierarchical Noise Eliminator for Multimodal Sentiment Analysis. | Zuocheng Li, Lishuang Li |
| 2025 | Large Language Models are Good Annotators for Type-aware Data Augmentation in Grammatical Error Correction. | Xinyuan Li, Yunshi Lan |
| 2025 | Automated Clinical Data Extraction with Knowledge Conditioned LLMs. | Diya Li, Asim Kadav, Aijing Gao, Rui Li, Richard Bourgon |
| 2025 | Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models. | Jiahui Li, Yongchang Hao, Haoyu Xu, Xing Wang, Yu Hong |
| 2025 | GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering. | Qianlong Li, Chen Huang, Shuai Li, Yuanxin Xiang, Deng Xiong, Wenqiang Lei |
| 2025 | Semantic Reshuffling with LLM and Heterogeneous Graph Auto-Encoder for Enhanced Rumor Detection. | Guoyi Li, Die Hu, Zongzhen Liu, Xiaodan Zhang, Honglei Lyu |
| 2025 | Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits. | Bohan Li, Jiannan Guan, Longxu Dou, Yunlong Feng, Dingzirui Wang, Yang Xu, Enbo Wang, Qiguang Chen, Bichen Wang, Xiao Xu, Yimeng Zhang, Libo Qin, Yanyan Zhao, Qingfu Zhu, Wanxiang Che |
| 2025 | DeTriever: Decoder-representation-based Retriever for Improving NL2SQL In-Context Learning. | Raymond Li, Yuxi Feng, Zhenan Fan, Giuseppe Carenini, Weiwei Zhang, Mohammadreza Pourreza, Yong Zhang |
| 2025 | MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning. | Zheng Li, Yang Du, Mao Zheng, Mingyang Song |
| 2025 | Unraveling the Mystery: Defending Against Jailbreak Attacks Via Unearthing Real Intention. | Yanhao Li, Hongshen Chen, Heng Zhang, Zhiwei Ge, Tianhao Li, Sulong Xu, Guibo Luo |
| 2025 | Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection. | Kuntao Li, Yifan Chen, Qiaofeng Wu, Weixing Mai, Fenghuan Li, Yun Xue |
| 2025 | Exploring the Impacts of Feature Fusion Strategy in Multi-modal Entity Alignment. | Chenxiao Li, Jingwei Cheng, Qiang Tong, Fu Zhang |
| 2025 | Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks. | Qintong Li, Leyang Cui, Lingpeng Kong, Wei Bi |
| 2025 | Incorporating Review-missing Interactions for Generative Explainable Recommendation. | Xi Li, Xiaohe Bo, Chen Ma, Xu Chen |
| 2025 | Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering. | Huanxuan Liao, Shizhu He, Yao Xu, Yuanzhe Zhang, Shengping Liu, Kang Liu, Jun Zhao |
| 2025 | SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models. | Huanxuan Liao, Shizhu He, Yupu Hao, Xiang Li, Yuanzhe Zhang, Jun Zhao, Kang Liu |
| 2025 | RUIE: Retrieval-based Unified Information Extraction using Large Language Model. | Xincheng Liao, Junwen Duan, Yixi Huang, Jianxin Wang |
| 2025 | Edit-Wise Preference Optimization for Grammatical Error Correction. | Jiehao Liang, Haihui Yang, Shiping Gao, Xiaojun Quan |
| 2025 | Taxonomy-Guided Zero-Shot Recommendations with LLMs. | Yueqing Liang, Liangwei Yang, Chen Wang, Xiongxiao Xu, Philip S. Yu, Kai Shu |
| 2025 | Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models. | Haoran Lian, Junmin Chen, Wei Huang, Yizhe Xiong, Wenping Hu, Guiguang Ding, Hui Chen, Jianwei Niu, Zijia Lin, Fuzheng Zhang, Di Zhang |
| 2025 | A Review of Prominent Paradigms for LLM-Based Agents: Tool Use, Planning (Including RAG), and Feedback Learning. | Xinzhe Li |
| 2025 | CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models. | Zhongzhi Li, Ming-Liang Zhang, Pei-Jie Wang, Jian Xu, Rui-Song Zhang, Yin Fei, Zhi-Long Ji, Jin-Feng Bai, Zhen-Ru Pan, Jiaxin Zhang, Cheng-Lin Liu |
| 2025 | Re-Examine Distantly Supervised NER: A New Benchmark and a Simple Approach. | Yuepei Li, Kang Zhou, Qiao Qiao, Qing Wang, Qi Li |