Papers
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models
Ruoli Gan, Duanyu Feng, Chen Zhang et al.
UCSP Submission to the AmericasNLP 2025 Shared Task
Jorge Asillo Congora, Julio Santisteban, Ricardo Lazo Vasquez
uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes
Abdul Waheed, Karima Kadaoui, Bhiksha Raj et al.
UFO: A UI-Focused Agent for Windows OS Interaction
Chaoyun Zhang, Liqun Li, Shilin He et al.
UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning
Kristin Qi, Youxiang Zhu, Xiaohui Liang
Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models
Zizhang Chen, Peizhao Li, Xiaomeng Dong et al.
Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals
Phillip Howard, Kathleen C. Fraser, Anahita Bhiwandiwalla et al.
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy
Tunazzina Islam, Dan Goldwasser
Understanding Figurative Meaning through Explainable Visual Entailment
Arkadiy Saakyan, Shreyas Kulkarni, Tuhin Chakrabarty et al.
Understanding LLM Development Through Longitudinal Study: Insights from the Open Ko-LLM Leaderboard
Chanjun Park, Hyeonwoo Kim
Understanding LLMs’ Fluid Intelligence Deficiency: An Analysis of the ARC Task
Junjie Wu, Mo Yu, Lemao Liu et al.
Understanding Reference Policies in Direct Preference Optimization
Yixin Liu, Pengfei Liu, Arman Cohan
Understanding the Role of Mental Models in User Interaction with an Adaptive Dialog Agent
Lindsey Morgan Vanderlyn, Dirk Väth, Thang Vu
Understanding Writing Assistants for Scientific Figure Captions: A Thematic Analysis
Ho Yin Sam Ng, Ting-Yao Hsu, Jiyoo Min et al.
UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models
Yijiang River Dong, Hongzhou Lin, Mikhail Belkin et al.
Unfamiliar Finetuning Examples Control How Language Models Hallucinate
Katie Kang, Eric Wallace, Claire Tomlin et al.
Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization
Weiqi Wu, Shen Huang, Yong Jiang et al.
Unified Automated Essay Scoring and Grammatical Error Correction
SeungWoo Song, Junghun Yuk, ChangSu Choi et al.
UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model
Zhaowei Li, Wei Wang, YiQing Cai et al.
Unifying AI Tutor Evaluation: An Evaluation Taxonomy for Pedagogical Ability Assessment of LLM-Powered AI Tutors
Kaushal Kumar Maurya, Kv Aditya Srivatsa, Kseniia Petukhova et al.
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers
Dehai Min, Zhiyang Xu, Guilin Qi et al.
UniRAG: Universal Retrieval Augmentation for Large Vision Language Models
Sahel Sharifymoghaddam, Shivani Upadhyay, Wenhu Chen et al.
UNLEARN Efficient Removal of Knowledge in Large Language Models
Tyler Lizzo, Larry Heck
Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate
Xiaomeng Jin, Zhiqi Bu, Bhanukiran Vinzamuri et al.
Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context
Sangwon Yu, Ik-hwan Kim, Jongyoon Song et al.