| 2025 | Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices. | Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub, Mizanur Rahman, Amran Bhuiyan, Israt Jahan, Mir Tafseer Nayeem, Shafiq Joty, Enamul Hoque, Jimmy Huang |
| 2025 | Training Language Models to Critique With Multi-agent Feedback. | Tian Lan, Wenwei Zhang, Chengqi Lyu, Shuaibin Li, Chen Xu, Heyan Huang, Dahua Lin, Xian-Ling Mao, Kai Chen |
| 2025 | Attention Consistency for LLMs Explanation. | Tian Lan, Jinyuan Xu, Xue He, Jenq-Neng Hwang, Lei Li |
| 2025 | LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning. | Zhibin Lan, Liqiang Niu, Fandong Meng, Jie Zhou, Jinsong Su |
| 2025 | F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations. | Tian Lan, Jiang Li, Yemin Wang, Xu Liu, Xiangdong Su, Guanglai Gao |
| 2025 | Depression Detection on Social Media with Large Language Models. | Xiaochong Lan, Zhiguang Han, Yiming Cheng, Li Sheng, Jie Feng, Chen Gao, Yong Li |
| 2025 | LLM Agents Implement an NLG System from Scratch: Building Interpretable Rule-Based RDF-to-Text Generators. | Mateusz Lango, Ondrej Dusek |
| 2025 | Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time. | Yifan Lan, Yuanpu Cao, Weitong Zhang, Lu Lin, Jinghui Chen |
| 2025 | AutoQual: An LLM Agent for Automated Discovery of Interpretable Features for Review Quality Assessment. | Xiaochong Lan, Jie Feng, Yinxing Liu, Xinleishi, Yong Li |
| 2025 | Who Holds the Pen? Caricature and Perspective in LLM Retellings of History. | Lubna Zahan Lamia, Mabsur Fatin Bin Hossain, Md. Mosaddek Khan |
| 2025 | Understanding and Improving Information Preservation in Prompt Compression for LLMs. | Weronika Lajewska, Momchil Hardalov, Laura Aina, Neha Anna John, Hang Su, Llus Mrquez |
| 2025 | Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization. | Zhengzhao Lai, Youbin Zheng, Zhenyang Cai, Haonan Lyu, Jingpu Yang, Hongqing Liang, Yan Hu, Benyou Wang |
| 2025 | AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation. | Yilong Lai, Jialong Wu, Zhenglin Wang, Deyu Zhou |
| 2025 | Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models. | Alex Laitenberger, Christopher D. Manning, Nelson F. Liu |
| 2025 | ASD-iLLM:An Intervention Large Language Model for Autistic Children based on Real Clinical Dialogue Intervention Dataset. | Shuzhong Lai, Chenxi Li, Junhong Lai, Yucun Zhong, Chenyu Yan, Xiang Li, Haifeng Li, Gang Pan, Lin Yao, Yueming Wang |
| 2025 | Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations. | Peichao Lai, Jiaxin Gan, Feiyang Ye, Wentao Zhang, Fangcheng Fu, Yilei Wang, Bin Cui |
| 2025 | The Practical Impacts of Theoretical Constructs on Empathy Modeling. | Allison Lahnala, Charles Welch, David Jurgens, Lucie Flek |
| 2025 | TaxoAlign: Scholarly Taxonomy Generation Using Language Models. | Avishek Lahiri, Yufang Hou, Debarshi Kumar Sanyal |
| 2025 | Evaluating Behavioral Alignment in Conflict Dialogue: A Multi-Dimensional Comparison of LLM Agents and Humans. | Deuksin Kwon, Kaleen Shrestha, Bin Han, Elena Hayoung Lee, Gale M. Lucas |
| 2025 | ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization. | Deuksin Kwon, Jiwon Hae, Emma Clift, Daniel Shamsoddini, Jonathan Gratch, Gale M. Lucas |
| 2025 | Topic Coverage-based Demonstration Retrieval for In-Context Learning. | Wonbin Kweon, SeongKu Kang, Runchu Tian, Pengcheng Jiang, Jiawei Han, Hwanjo Yu |
| 2025 | ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions. | Beong-woo Kwak, Minju Kim, Dongha Lim, Hyungjoo Chae, Dongjin Kang, Sunghwan Kim, Dongil Yang, Jinyoung Yeo |
| 2025 | Exploring Large Language Models for Detecting Mental Disorders. | Gleb Kuzmin, Petr Strepetov, Maksim Stankevich, Natalya V. Chudova, Artem Shelmanov, Ivan V. Smirnov |
| 2025 | Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information. | Murathan Kurfali, Robert stling |
| 2025 | A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics. | Sayani Kundu, Dushyant Sahoo, Victor Li, Jennifer Rabowsky, Amit Varshney |