Papers
Unveiling the Limits of Large Language Models in Inferring Pragmatic Meaning from Non-Verbal Responses
Sugyeong Eo, Heuiseok Lim
Unveiling the Unknown: Open-Set Entity Typing via Two-Stage Generation
Hu Chen, Binhan Yang, Wei Shen
UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages
Pranjal A Chitale, Varun Gumma, Sanchit Ahuja et al.
UR2 : Unify RAG and Reasoning through Reinforcement Learning
Weitao Li, Boran Xiang, Xiaolong Wang et al.
UrbanGeoEval: A City-Scale Benchmark for Evaluating Large Language Models in Geospatial Reasoning
Mutian Bao, Qiuyi Qi, Tian Liang et al.
USB: A COMPREHENSIVE AND UNIFIED SAFETY EVALUATION BENCHMARK FOR MULTIMODAL LARGE LANGUAGE MODELS
Baolin Zheng, Guanlin Chen, Qingyang Teng et al.
User Perceptions vs. Proxy LLM Judges: Privacy and Helpfulness in LLM Responses to Privacy-Sensitive Scenarios
Xiaoyuan Wu, Roshni Kaushik, Wenkai Li et al.
Using Perspectival Words Is Harder Than Vocabulary Words for Humans —and Even More So for Multimodal Language Models
Dota Tianai Dong, Yifan Luo, Po-Ya Angela Wang et al.
Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation
Weiqing Luo, Zongye Hu, Xiao Wang et al.
Valid Survey Simulations with Limited Human Data: The Roles of Prompting, Fine-Tuning, and Rectification
Stefan Krsteski, Giuseppe Russo, Serina Chang et al.
VALU: A Benchmark for Video Anomaly Temporal Localization and Understanding at Multiple Semantic Levels
Yixiao He, Menghao Zhang, Haifeng Sun et al.
Value of Information: A Framework for Human–Agent Communication
Yijiang River Dong, Tiancheng Hu, Zheng Hui et al.
VAPO: End-to-end Slide-Enhanced Speech Recognition with Omni-modal Large Language Models
Rui Hu, Delai Qiu, Yining Wang et al.
VC-Inspector: Advancing Reference-free Evaluation of Video Captions with Factual Analysis
Shubhashis Roy Dipta, Tz-Ying Wu, Subarna Tripathi
VCORE: Variance-Controlled Optimization-based Reweighting for Chain-of-Thought Supervision
Xuan Gong, Senmiao Wang, Hanbo Huang et al.
VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization
Dingyu Yao, Chenxu Yang, Zhengyang Tong et al.
Vector Calligrapher: Generating Scalable Vector Graphics via Structured Linguistic Supervision
Bo Zhou, Xikang Chen, Yan Gong et al.
VEG: Verbal 𝜖-greedy for Semantic Exploration in Multi-Turn RL Agents
Yongchang Hao, Jie Hao, Yongsheng Mei et al.
Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning
Sangkwon Park, Donghun Kang, Jisoo Mok et al.
Verifiable LLM-Generated Text Detection via Projected Semantic-Structural Distributions
Ruochong Xiong, Qien Li, Wangwang Lian et al.
Verify Before You Commit: Towards Faithful Reasoning in LLM Agents via Self-Auditing
Wenhao Yuan, Chenchen Lin, Jian Chen et al.
VerilogLAVD: LLM-Aided Pattern Generation for Verilog CWE Detection
Xiang Long, Yingjie Xia, Li Kuang et al.
VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking
Mark Rothermel, Marcus Kornmann, Marcus Rohrbach et al.
VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation
Yixia Li, Yaqing Shi, Zhiwen Ruan et al.