Evaluation

Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses EMNLP 2025 TreeCut: A Synthetic Unanswerable Math Word Problem Dataset for LLM Hallucination Evaluation ACL 2025 TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning AAAI 2025 Trick or Neat: Adversarial Ambiguity and Language Model Evaluation ACL 2025 Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition Problems EMNLP 2025 Trust but Verify: Programmatic VLM Evaluation in the Wild ICCV 2025 Truth Behind the Scene: Designing Evaluations Benchmarks to Assess LLMs’ Task-Specific Understanding over Test-Taking Strategies AAAI 2025 Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025 TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs EMNLP 2025 Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025 TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages ACL 2025 TurBLiMP: A Turkish Benchmark of Linguistic Minimal Pairs EMNLP 2025 TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games EMNLP 2025 UAlign: LLM Alignment Benchmark for the Ukrainian Language 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 UIC at ArchEHR-QA 2025: Tri-Step Pipeline for Reliable Grounded Medical Question Answering ACL 2025 UNCERTAINTY-LINE: Length-Invariant Estimation of Uncertainty for Large Language Models EMNLP 2025 Understanding Annotator Perception: Modeling Psychological Inference from First- and Third-Person Annotations (Student Abstract) AAAI 2025 Understanding the Dark Side of LLMs’ Intrinsic Self-Correction ACL 2025 Unraveling Misinformation Propagation in LLM Reasoning EMNLP 2025 Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension ACL 2025 Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis CVPR 2025 UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios AAAI 2025 Using Linguistic Entrainment to Evaluate Large Language Models for Use in Cognitive Behavioral Therapy NAACL 2025