Large Language Models

TypeTele: Releasing Dexterity in Teleoperation by Dexterous Manipulation Types CoRL 2025 TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories ICML 2025 UAlberta at SemEval-2025 Task 2: Prompting and Ensembling for Entity-Aware Translation SemEval 2025 UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ACL 2025 UAlign: LLM Alignment Benchmark for the Ukrainian Language ACL 2025 UBench: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions ACL 2025 UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models NAACL 2025 UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models NAACL 2025 UCSC at SemEval-2025 Task 3: Context, Models and Prompt Optimization for Automated Hallucination Detection in LLM Output SemEval 2025 UCS-SQL: Uniting Content and Structure for Enhanced Semantic Bridging In Text-to-SQL ACL 2025 UDora: A Unified Red Teaming Framework against LLM Agents by Dynamically Hijacking Their Own Reasoning ICML 2025 UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation EMNLP 2025 UIPro: Unleashing Superior Interaction Capability For GUI Agents ICCV 2025 ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation EMNLP 2025 UltraIF: Advancing Instruction Following from the Wild EMNLP 2025 U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in Large Language Models ACL 2025 UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning NAACL 2025 Unbiased Evaluation of Large Language Models from a Causal Perspective ICML 2025 Uncertainty and Influence aware Reward Model Refinement for Reinforcement Learning from Human Feedback ICLR 2025 Uncertainty-Aware Contrastive Decoding ACL 2025 Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning ACL 2025 Uncertainty in Causality: A New Frontier ACL 2025 UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models EMNLP 2025 Uncertainty Propagation on LLM Agent ACL 2025 Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models NAACL 2025