| 2025 | Jailbreak Attack Initializations as Extractors of Compliance Directions. | Amit LeVi, Rom Himelstein, Yaniv Nemcovsky, Avi Mendelson, Chaim Baskin |
| 2025 | AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System. | Hui Yi Leong, Yuheng Li, Yuqing Wu, Wenwen Ouyang, Wei Zhu, Jiechao Gao, Wei Han |
| 2025 | DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision. | Yongqi Leng, Yikun Lei, Xikai Liu, Meizhi Zhong, Bojian Xiong, Yurong Zhang, Yan Gao, Yi Wu, Yao Hu, Deyi Xiong |
| 2025 | MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation. | Xinping Lei, Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao |
| 2025 | Learning from Diverse Reasoning Paths with Routing and Collaboration. | Zhenyu Lei, Zhen Tan, Song Wang, Yaochen Zhu, Zihan Chen, Yushun Dong, Jundong Li |
| 2025 | ThinkQE: Query Expansion via an Evolving Thinking Process. | Yibin Lei, Tao Shen, Andrew Yates |
| 2025 | Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where? | Grace LeFevre, Qingcheng Zeng, Adam Leif, Jason Jewell, Denis Peskoff, Rob Voigt |
| 2025 | Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions. | Yu-Ang Lee, Guan-Ting Yi, Mei-Yi Liu, Jui-Chao Lu, Guan-Bo Yang, Yun-Nung Chen |
| 2025 | Video-Skill-CoT: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning. | Daeun Lee, Jaehong Yoon, Jaemin Cho, Mohit Bansal |
| 2025 | UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging. | Cheryl Lee, Chunqiu Steven Xia, Longji Yang, Jen-tse Huang, Zhouruixin Zhu, Lingming Zhang, Michael R. Lyu |
| 2025 | AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models. | Sangjun Lee, Seung-taek Woo, Jungyu Jin, Changhun Lee, Eunhyeok Park |
| 2025 | Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization. | Jaewook Lee, Alexander Scarlatos, Andrew Lan |
| 2025 | Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval. | Yohan Lee, Yongwoo Song, Sangyeop Kim |
| 2025 | Enhancing Time Awareness in Generative Recommendation. | Sunkyung Lee, Seongmin Park, Jonghyo Kim, Mincheol Yoon, Jongwuk Lee |
| 2025 | SAFE: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying. | Sangoh Lee, Sungho Park, Wook-Shin Han |
| 2025 | Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition. | Don (Dong Won) Lee, Hae Won Park, Cynthia Breazeal, Louis-Philippe Morency |
| 2025 | PanicToCalm: A Proactive Counseling Agent for Panic Attacks. | Jihyun Lee, Yejin Min, San Kim, Yejin Jeon, SungJun Yang, Hyounghun Kim, Gary Lee |
| 2025 | Composable Cross-prompt Essay Scoring by Merging Models. | Sanwoo Lee, Kun Liang, Yunfang Wu |
| 2025 | MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation. | Jungyeon Lee, Kangmin Lee, Taeuk Kim |
| 2025 | Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation. | Nakyung Lee, Yeongoon Kim, Minhae Oh, Suhwan Kim, Jin Woo Koo, Hyewon Jo, Jungwoo Lee |
| 2025 | CheckEval: A reliable LLM-as-a-Judge framework for evaluating text generation using checklists. | Yukyung Lee, JoongHoon Kim, Jaehee Kim, Hyowon Cho, Jaewook Kang, Pilsung Kang, Najoung Kim |
| 2025 | GRADE: Generating multi-hop QA and fine-gRAined Difficulty matrix for RAG Evaluation. | Jeongsoo Lee, Daeyong Kwon, Kyohoon Jin |
| 2025 | Efficient Latent Semantic Clustering for Scaling Test-Time Computation of LLMs. | Sungjae Lee, Hoyoung Kim, Jeongyeon Hwang, Eunhyeok Park, Jungseul Ok |
| 2025 | KoBLEX: Open Legal Question Answering with Multi-hop Reasoning. | Jihyung Lee, Daehui Kim, Seonjeong Hwang, Hyounghun Kim, Gary Lee |
| 2025 | Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization. | Ji Soo Lee, Byungoh Ko, Jaewon Cho, Howoong Lee, Jaewoon Byun, Hyunwoo J. Kim |