| 2025 | Measuring scalar constructs in social science with LLMs. | Hauke Licht, Rupak Sarkar, Patrick Y. Wu, Pranav Goel, Niklas Stoehr, Elliott Ash, Alexander Miserlis Hoyle |
| 2025 | Language Models Can Easily Learn to Reason from Demonstrations. | Dacheng Li, Shiyi Cao, Tyler Griggs, Shu Liu, Xiangxi Mo, Eric Tang, Sumanth Hegde, Kourosh Hakhamaneshi, Shishir G. Patil, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica |
| 2025 | S*: Test Time Scaling for Code Generation. | Dacheng Li, Shiyi Cao, Chengkun Cao, Xiuyu Li, Shangyin Tan, Kurt Keutzer, Jiarong Xing, Joseph E. Gonzalez, Ion Stoica |
| 2025 | EditID: Training-Free Editable ID Customization for Text-to-Image Generation. | Guandong Li, Zhaobin Chu |
| 2025 | Facilitating Cross-lingual Transfer of Empathy through Language-independent Latent Diffusion: A Case Study in Chinese. | Junlin Li, Bo Peng, Yu-Yin Hsu |
| 2025 | Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective. | Da Li, Keping Bi, Jiafeng Guo, Xueqi Cheng |
| 2025 | Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning. | Xintong Li, Jalend Bantupalli, Ria Dharmani, Yuwei Zhang, Jingbo Shang |
| 2025 | Enhancing Efficiency and Exploration in Reinforcement Learning for LLMs. | Mengqi Liao, Xiangyu Xi, Ruinian Chen, Jia Leng, Yangen Hu, Ke Zeng, Shuai Liu, Huaiyu Wan |
| 2025 | E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning. | Zihan Liao, Jun Wang, Hang Yu, Lingxiao Wei, Jianguo Li, Jun Wang, Wei Zhang |
| 2025 | AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis. | Callie C. Liao, Duoduo Liao, Sai Surya Gadiraju |
| 2025 | RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering. | Sichu Liang, Linhai Zhang, Hongyu Zhu, Wenwen Wang, Yulan He, Deyu Zhou |
| 2025 | ThinkSwitcher: When to Think Hard, When to Think Fast. | Guosheng Liang, Longguang Zhong, Ziyi Yang, Xiaojun Quan |
| 2025 | Evaluating LLM-Generated Diagrams as Graphs. | Chumeng Liang, Jiaxuan You |
| 2025 | Watermark under Fire: A Robustness Evaluation of LLM Watermarking. | Jiacheng Liang, Zian Wang, Spencer Hong, Shouling Ji, Ting Wang |
| 2025 | IntentionFrame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding. | Jinggui Liang, Dung Vo, Lizi Liao |
| 2025 | Towards Infinite-Long Prefix in Transformer. | Yingyu Liang, Zhenmei Shi, Zhao Song, Chiwun Yang |
| 2025 | Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness. | Zihan Liang, Ziwen Pan, Ruoxuan Xiong |
| 2025 | Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation. | Sheng Liang, Hang Lv, Zhihao Wen, Yaxiong Wu, Yongyue Zhang, Hao Wang, Yong Li |
| 2025 | Conv-Basis: A New Paradigm for Efficient Attention Inference and Gradient Computation in Transformers. | Yingyu Liang, Heshan Liu, Zhenmei Shi, Zhao Song, Zhuoyan Xu, Jiale Zhao, Zhen Zhuang |
| 2025 | Structured Preference Optimization for Vision-Language Long-Horizon Task Planning. | Xiwen Liang, Min Lin, Weiqi Ruan, Rongtao Xu, Yuecheng Liu, Jiaqi Chen, Bingqian Lin, Yuzheng Zhuang, Xiaodan Liang |
| 2025 | Beyond WER: Probing Whisper's Sub-token Decoder Across Diverse Language Resource Levels. | Siyu Liang, Nicolas Ballier, Gina-Anne Levow, Richard A. Wright |
| 2025 | L4: Mutual Learning Helps Lifelong Language Learning. | Jiyong Li, Dilshod Azizov, Shangsong Liang |
| 2025 | Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation? | Samuel Lewis-Lim, Xingwei Tan, Zhixue Zhao, Nikolaos Aletras |
| 2025 | More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG. | Shahar Levy, Nir Mazor, Lihi Shalmon, Michael Hassid, Gabriel Stanovsky |
| 2025 | Multi-Surrogate-Objective Optimization for Neural Topic Models. | Tue Le, Hoang Tran Vuong, Tung Nguyen, Linh Ngo Van, Dinh Viet Sang, Trung Le, Thien Huu Nguyen |