Papers
Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
Changjiang Gao, Hankun Lin, Xin Huang et al.
Understanding Refusal in Language Models with Sparse Autoencoders
Wei Jie Yeo, Nirmalendu Prakash, Clement Neo et al.
Understanding Subword Compositionality of Large Language Models
Qiwei Peng, Yekun Chai, Anders Søgaard
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems
Xu Shen, Yixin Liu, Yiwei Dai et al.
Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism
Zhiwei Wang, Yunji Wang, Zhongwang Zhang et al.
Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models
Bajian Xiang, Shuaijiang Zhao, Tingwei Guo et al.
Understanding the Side Effects of Rank-One Knowledge Editing
Ryosuke Takahashi, Go Kamoda, Benjamin Heinzerling et al.
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld’s Episode Theory
Ming Li, Nan Zhang, Chenrui Fan et al.
Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap
Hyunwoo Ko, Guijin Son, Dasol Choi
Under the Shadow of Babel: How Language Shapes Reasoning in LLMs
Chenxi Wang, Yixuan Zhang, Lang Gao et al.
Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning
Zhaohui Yang, Yuxiao Ye, Shilei Jiang et al.
Unequal Scientific Recognition in the Age of LLMs
Yixuan Liu, Abel Elekes, Jianglin Lu et al.
Uniandes at TSAR 2025 Shared Task Multi-Agent CEFR Text Simplification with Automated Quality Assessment and Iterative Refinement
Felipe Arias Russi, Kevin Cohen Solano, Ruben Manrique
UniCoM: A Universal Code-Switching Speech Generator
Sangmin Lee, Woojin Chung, Seyun Um et al.
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging
Cheryl Lee, Chunqiu Steven Xia, Longji Yang et al.
UniEDU: Toward Unified and Efficient Large Multimodal Models for Educational Tasks
Zhendong Chu, Jian Xie, Shen Wang et al.
UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets
Pengyu Wang, Shaojun Zhou, Chenkun Tan et al.
Unifying Mixture of Experts and Multi-Head Latent Attention for Efficient Language Models
Sushant Mehta, Raj Dandekar, Rajat Dandekar et al.
Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference
Hua Cai, Shuang Zhao, Liang Zhang et al.
UniMath-CoT: A Unified Framework for Multimodal Mathematical Reasoning with Re-Inference Affirmation
Zhixiang Lu, Mian Zhou, Angelos Stefanidis et al.
UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting
Gun Il Kim, Jong Wook Kim, Beakcheol Jang
UniSpeaker: A Unified Approach for Multimodality-driven Speaker Generation
Zhengyan Sheng, Zhihao Du, Heng Lu et al.
UnitCoder: Scalable Code Synthesis from Pre-training Corpora
Yichuan Ma, Yunfan Shao, Peiji Li et al.