| 2025 | Make Every Letter Count: Building Dialect Variation Dictionaries from Monolingual Corpora. | Robert Litschko, Verena Blaschke, Diana Burkhardt, Barbara Plank, Diego Frassinelli |
| 2025 | Lost in Embeddings: Information Loss in Vision-Language Models. | Wenyan Li, Raphael Tang, Chengzu Li, Caiqi Zhang, Ivan Vulic, Anders Sgaard |
| 2025 | Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings. | Shiyu Li, Yang Tang, Ruijie Liu, Shi-Zhe Chen, Xi Chen |
| 2025 | LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains. | Liyao Li, Jiaming Tian, Hao Chen, Wentao Ye, Chao Ye, Haobo Wang, Ningtao Wang, Xing Fu, Gang Chen, Junbo Zhao |
| 2025 | Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations. | Shuo Li, Jiajun Sun, Guodong Zheng, Xiaoran Fan, Yujiong Shen, Yi Lu, Zhiheng Xi, Yuming Yang, Wenming Tan, Tao Ji, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | SA-CLIP: Language Guided Image Spatial and Action Feature Learning. | Guanlin Li, Wenhao Shao, Praboda Rajapaksha, Nol Crespi |
| 2025 | Co-Evolving LLMs and Embedding Models via Density-Guided Preference Optimization for Text Clustering. | Zetong Li, Qinliang Su, Minhua Huang, Yin Yang |
| 2025 | Leveraging 3D Gaussian for Temporal Knowledge Graph Embedding. | Jiang Li, Xiangdong Su, Guanglai Gao |
| 2025 | Speculative Decoding for Multi-Sample Inference. | Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Ji Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li |
| 2025 | AI Chatbots as Professional Service Agents: Developing a Professional Identity. | Wenwen Li, Kangwei Shi, Yidong Chai |
| 2025 | Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models. | Zelin Li, Dawei Song |
| 2025 | Spontaneous Giving and Calculated Greed in Language Models. | Yuxuan Li, Hirokazu Shirado |
| 2025 | Treble Counterfactual VLMs: A Causal Approach to Hallucination. | Li Li, Jiashu Qu, Linxin Song, Yuxiao Zhou, Yuehan Qin, Tiankai Yang, Yue Zhao |
| 2025 | AesBiasBench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment. | Kun Li, Lai Man Po, Hongzheng Yang, Xuyuan Xu, Kangcheng Liu, Yuzhi Zhao |
| 2025 | Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation. | Philip Lippmann, Jie Yang |
| 2025 | ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments. | Gili Lior, Eliya Habba, Shahar Levy, Avi Caciularu, Gabriel Stanovsky |
| 2025 | How Does Knowledge Selection Help Retrieval Augmented Generation? | Xiangci Li, Jessica Ouyang |
| 2025 | MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition. | Xinkui Lin, Yuhui Zhang, Yongxiu Xu, Kun Huang, Hongzhang Mu, Yubin Wang, Gaopeng Gou, Li Qian, Li Peng, Wei Liu, Jian Luan, Hongbo Xu |
| 2025 | Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding. | Zhenxi Lin, Ziheng Zhang, Jian Wu, Yefeng Zheng, Xian Wu |
| 2025 | UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation. | Yuanzhang Lin, Zhe Zhang, He Rui, Qingao Dong, Mingyi Zhou, Jing Zhang, Xiang Gao, Hailong Sun |
| 2025 | On LLM-Based Scientific Inductive Reasoning Beyond Equations. | Brian S. Lin, Jiaxin Yuan, Zihan Zhou, Shouli Wang, Shuo Wang, Cunliang Kong, Qi Shi, Yuxuan Li, Liner Yang, Zhiyuan Liu, Maosong Sun |
| 2025 | Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models. | Qinhong Lin, Zhongliang Yang, Yuang Cai, Dingfu Yu, Xuan Xu, Yu Li, Linna Zhou |
| 2025 | V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat. | Qi Lin, Weikai Xu, Lisi Chen, Bin Dai |
| 2025 | Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning. | Jingyang Lin, Andy Wong, Tian Xia, Shenghua He, Hui Wei, Mei Han, Jiebo Luo |
| 2025 | Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation. | Wei-Hsiang Lin, Sheng-Lun Wei, Hen-Hsen Huang, Hsin-Hsi Chen |