Papers
ExPairT-LLM: Exact Learning for LLM Code Selection by Pairwise Queries
Tom Yuviler, Dana Drachsler-Cohen
Reducing the Scope of Language Models
David Yunis, Siyu Huo, Chulaka Gunasekara et al.
MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking
Tan Yue, Qiong Wu, Dongyan Zhao
Promoting Efficient Reasoning with Verifiable Stepwise Reward
Chuhuai Yue, Chengqi Dong, Yinan Gao et al.
MCTS-SQL: Light-Weight LLMs Can Master the Text-to-SQL Through Monte Carlo Tree Search
Shuozhi Yuan, Liming Chen, Miaomiao Yuan et al.
Language Model Distillation: A Temporal Difference Imitation Learning Perspective
Zishun Yu, Shangzhe Li, Xinhua Zhang
Discovering Decoupled Functional Modules in Large Language Models
Yanke Yu, Jin Li, Ying Sun et al.
ToC: Tree-of-Claims Search with Multi-Agent Language Models
Shuyang Yu, Jianan Liang, Hui Hu
SR-KI: Scalable and Real-Time Knowledge Integration into LLMs via Supervised Attention
Bohan Yu, Wei Huang, Kang Liu
SpeakerLM: End-to-End Versatile Speaker Diarization and Recognition with Multimodal Large Language Models
Han Yin, Yafeng Chen, Chong Deng et al.
K-12EduBench: A Benchmark for Evaluating Large Language Models’ Knowledge, Problem-Solving, and Educational Goal Cognition in K-12 Education
Yuqing Ye, Xuan Zhou, Zhifu Chen et al.
LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning
Yangfan Ye, Xiaocheng Feng, Xiachong Feng et al.
RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users
Suyu Ye, Haojun Shi, Darren Shih et al.
Themis: Automated Constraint-Aware Test Synthesis Framework for Code Reinforcement Learning
Shengyu Ye, Qi Liu, Hao Jiang et al.
Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation
Hua Ye, Siyuan Chen, Ziqi Zhong et al.
Interpreting Fedspeak with Confidence: A LLM-Based Uncertainty-Aware Framework Guided by Monetary Policy Transmission Paths
Rui Yao, Qi Chai, Jinhai Yao et al.
Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement
Jiashu Yao, Heyan Huang, Shuang Zeng et al.
V-Pruner: A Fast and Globally-informed Token Pruning Framework for Vision Transformer
Guangzhen Yao, Jiayun Zheng, Zezhou Wang et al.
Conversational Learning Diagnosis via Reasoning Multi-Turn Interactive Learning
Fangzhou Yao, Sheng Chang, Weibo Gao et al.
ORACLE: Optimizing Reasoning Abilities of Large Language Models via Constraint-Led Synthetic Data Elicitation
Zhuojie Yang, Wentao Wan, Keze Wang
Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports from Scratch with Agentic Framework
Zhaorui Yang, Bo Pan, Han Wang et al.
SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation
Zeyu Yang, Lai Wei, Roman Koshkin et al.
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection
Yixin Yang, Qingxiu Dong, Linli Yao et al.
EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks
Xiao Yang, Xuejiao Zhao, Zhiqi Shen