| 2025 | Exploring and Detecting Self-disclosure in Multi-modal posts on Chinese Social Media. | Jingbao Luo, Ming Liu, Aoli Huo, Fujing Hu, Gang Li, Wu Peng |
| 2025 | GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models. | Hengyu Luo, Zihao Li, Joseph Attieh, Sawal Devkota, Ona de Gibert, Xu Huang, Shaoxiong Ji, Peiqin Lin, Bhavani Sai Praneeth Varma Mantina, Ananda Sreenidhi, Ral Vzquez, Mengjie Wang, Samea Yusofi, Fei Yuan, Jrg Tiedemann |
| 2025 | DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition. | Hanjun Luo, Yingbin Jin, Yiran Wang, Xinfeng Li, Tong Shang, Xuecheng Liu, Ruizhe Chen, Kun Wang, Hanan Salam, Qingsong Wen, Zuozhu Liu |
| 2025 | REAR: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support. | Jianwen Luo, Yu Hong, Shuai Yang, Jianmin Yao |
| 2025 | Fair Text-Attributed Graph Representation Learning. | Ruilin Luo, Tianle Gu, Lin Wang, Yunfeng Zhou, Songtao Jiang, Lei Wang, Yujiu Yang |
| 2025 | Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback. | Chu Fei Luo, Samuel Dahan, Xiaodan Zhu |
| 2025 | COM-BOM: Bayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration Pareto Frontier. | Gaoxiang Luo, Aryan Deshwal |
| 2025 | TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route. | Hongyi Luo, Qing Cheng, Daniel Matos, Hari Krishna Gadi, Yanfeng Zhang, Lu Liu, Yongliang Wang, Niclas Zeller, Daniel Cremers, Liqiu Meng |
| 2025 | AttnComp: Attention-Guided Adaptive Context Compression for Retrieval-Augmented Generation. | Lvzhou Luo, Yixuan Cao, Ping Luo |
| 2025 | Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities. | Xiaoyu Luo, Yiyi Chen, Johannes Bjerva, Qiongxiu Li |
| 2025 | SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models. | Hongyuan Lu, Zixuan Li, Zefan Zhang, Wai Lam |
| 2025 | X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Jailbreak Attacks without Compromising Usability. | Xiaoya Lu, Dongrui Liu, Yi Yu, Luxin Xu, Jing Shao |
| 2025 | MultiConIR: Towards Multi-Condition Information Retrieval. | Xuan Lu, Sifan Liu, Bochao Yin, Yongqi Li, Xinghao Chen, Hui Su, Yaohui Jin, Wenjun Zeng, Xiaoyu Shen |
| 2025 | Breaking the Noise Barrier: LLM-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment. | Chenglong Lu, Chenxiao Li, Jingwei Cheng, Yongquan Ji, Guoqing Chen, Fu Zhang |
| 2025 | Identifying Aspects in Peer Reviews. | Sheng Lu, Ilia Kuznetsov, Iryna Gurevych |
| 2025 | Learn and Unlearn: Addressing Misinformation in Multilingual LLMs. | Taiming Lu, Philipp Koehn |
| 2025 | SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant? | Xudong Lu, Haohao Gao, Renshou Wu, Shuai Ren, Xiaoxin Chen, Hongsheng Li, Fangyuan Li |
| 2025 | ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning. | Yichen Lu, Wei Dai, Jiaen Liu, Ching Wing Kwok, Zongheng Wu, Xudong Xiao, Ao Sun, Sheng Fu, Jianyuan Zhan, Yian Wang, Takatomo Saito, Sicheng Lai |
| 2025 | Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments. | Qingyu Lu, Liang Ding, Siyi Cao, Xuebo Liu, Kanjian Zhang, Jinxia Zhang, Dacheng Tao |
| 2025 | Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25. | Meng Lu, Catherine Chen, Carsten Eickhoff |
| 2025 | FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference. | Yu-Chen Lu, Chong-Yan Chen, Chi-Chih Chang, Yu-Fang Hu, Kai-Chiang Wu |
| 2025 | Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions. | Jason S. Lucas, Ali Al-Lawati, Mahjabin Nahar, John Chen, Mahnoosh Mehrabani |
| 2025 | Sanskrit Voyager: Unified Web Platform for Interactive Reading and Linguistic Analysis of Sanskrit Texts. | Giacomo De Luca, Danilo Croce, Roberto Basili |
| 2025 | Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check. | Nicholas Lourie, Michael Y. Hu, Kyunghyun Cho |
| 2025 | Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model. | Xinyue Lou, You Li, Jinan Xu, Xiangyu Shi, Chi Chen, Kaiyu Huang |