model evaluation

Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks IJCNLP 2025 Contamination Budget: Trade-offs Between Breadth, Depth and Difficulty IJCAI 2025 COVER: Context-Driven Over-Refusal Verification in LLMs ACL 2025 Cross Validation for Correlated Data in Classification Models AISTATS 2025 Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation EMNLP 2025 DaKultur: Evaluating the Cultural Awareness of Language Models for Danish with Native Speakers NAACL 2025 DarkBench: Benchmarking Dark Patterns in Large Language Models ICLR 2025 Defining and Quantifying Visual Hallucinations in Vision-Language Models NAACL 2025 DefVerify: Do Hate Speech Models Reflect Their Dataset’s Definition? COLING 2025 Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices EMNLP 2025 Direct Judgement Preference Optimization EMNLP 2025 Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation EMNLP 2025 Do Large Language Models Align with Core Mental Health Counseling Competencies? NAACL 2025 Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions EMNLP 2025 DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SemEval 2025 Dynamic Evaluation for Oversensitivity in LLMs EMNLP 2025 EasyJudge: an Easy-to-use Tool for Comprehensive Response Evaluation of LLMs COLING 2025 EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025 Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025 Evaluating Language Models as Synthetic Data Generators ACL 2025 Evaluating Sensitivity Consistency of Explanations WACV 2025 Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond EMNLP 2025 Evaluating the Performance of Large Language Models via Debates NAACL 2025 Evaluation of Medical Large Language Models: Taxonomy, Review, and Directions IJCAI 2025 Evaluation of Text-to-Image Generation from a Creativity Perspective EMNLP 2025