| 2025 | How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation. | Zhuohan Long, Siyuan Wang, Shujun Liu, Yuhang Lai |
| 2025 | Profiling LLM's Copyright Infringement Risks under Adversarial Persuasive Prompting. | Jikai Long, Ming Liu, Xiusi Chen, Jialiang Xu, Shenglan Li, Zhaozhuo Xu, Denghui Zhang |
| 2025 | FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering. | Yitao Long, Tiansheng Hu, Yilun Zhao, Arman Cohan, Chen Zhao |
| 2025 | When Truthful Representations Flip Under Deceptive Instructions? | Xianxuan Long, Yao Fu, Runchao Li, Mu Sheng, Haotian Yu, Xiaotian Han, Pan Li |
| 2025 | Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization. | Gabriel Loiseau, Damien Sileo, Damien Riquet, Maxime Meyer, Marc Tommasi |
| 2025 | PERSEVAL: A Framework for Perspectivist Classification Evaluation. | Soda Marem Lo, Silvia Casola, Erhan Sezerer, Valerio Basile, Franco Sansonetti, Antonio Uva, Davide Bernardi |
| 2025 | Comparing Apples to Oranges: A Dataset & Analysis of LLM Humour Understanding from Traditional Puns to Topical Jokes. | Tyler Loakman, William Thorne, Chenghua Lin |
| 2025 | Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling. | Minghui Li, Hao Zhang, Yechao Zhang, Wei Wan, Shengshan Hu, Pei Xiaobing, Jing Wang |
| 2025 | Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction. | Zehan Li, Fu Zhang, Wenqing Zhang, Jiawei Li, Zhou Li, Jingwei Cheng, Tianyue Peng |
| 2025 | AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels. | Lei Li, Xiangxu Zhang, Xiao Zhou, Zheng Liu |
| 2025 | Multilingual Federated Low-Rank Adaptation for Collaborative Content Anomaly Detection across Multilingual Social Media Participants. | Jiaxin Li, Geng Zhao, Xiaoci Zhang |
| 2025 | A Survey of RAG-Reasoning Systems in Large Language Models. | Yangning Li, Weizhi Zhang, Yuyao Yang, Wei-Chieh Huang, Yaozu Wu, Junyu Luo, Yuanchen Bei, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Chunkit Chan, Yankai Chen, Zhongfen Deng, Yinghui Li, Hai-Tao Zheng, Dongyuan Li, Renhe Jiang, Ming Zhang, Yangqiu Song, Philip S. Yu |
| 2025 | FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback. | Youquan Li, Miao Zheng, Fan Yang, Guosheng Dong, Bin Cui, Weipeng Chen, Zenan Zhou, Wentao Zhang |
| 2025 | QuantAgents: Towards Multi-agent Financial System via Simulated Trading. | Xiangyu Li, Yawen Zeng, Xiaofen Xing, Jin Xu, Xiangmin Xu |
| 2025 | Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach. | Ruizhe Li, Chiwei Zhu, Benfeng Xu, Xiaorui Wang, Zhendong Mao |
| 2025 | Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction. | Shichen Li, Jiawei Zhang, Zhongqing Wang, Peifeng Li |
| 2025 | Cardiverse: Harnessing LLMs for Novel Card Game Prototyping. | Danrui Li, Sen Zhang, Samuel S. Sohn, Kaidong Hu, Muhammad Usman, Mubbasir Kapadia |
| 2025 | Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models. | Yue Li, Zhixue Zhao, Carolina Scarton |
| 2025 | It's All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs. | Yue Li, Zhixue Zhao, Carolina Scarton |
| 2025 | Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction. | Zehan Li, Fu Zhang, Tianyue Peng, He Liu, Jingwei Cheng |
| 2025 | Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time. | Jiazheng Li, Yuxiang Zhou, Junru Lu, Gladys Tyen, Lin Gui, Cesare Aloisi, Yulan He |
| 2025 | Do Influence Functions Work on Large Language Models? | Zhe Li, Wei Zhao, Yige Li, Jun Sun |
| 2025 | Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation. | Weitao Li, Xiangyu Zhang, Kaiming Liu, Xuanyu Lei, Weizhi Ma, Yang Liu |
| 2025 | A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation. | Yan Li, Tianyi Zhang, Zechuan Li, Caren Han |
| 2025 | EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition. | Pengcheng Li, Botao Zhao, Zuheng Kang, Junqing Peng, Xiaoyang Qu, Yayun He, Jianzong Wang |