Evaluation

From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes EMNLP 2025 From Parameters to Performance: A Data-Driven Study on LLM Structure and Development EMNLP 2025 From Recall to Creation: Generating Follow-Up Questions Using Bloom’s Taxonomy and Grice’s Maxims ACL 2025 From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models EMNLP 2025 FrontierScience Bench: Evaluating AI Research Capabilities in LLMs ACL 2025 GAMBIT+: A Challenge Set for Evaluating Gender Bias in Machine Translation Quality Estimation Metrics EMNLP 2025 Game Theory Meets Large Language Models: A Systematic Survey IJCAI 2025 GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025 Gen3DEval: Using vLLMs for Automatic Evaluation of Generated 3D Objects CVPR 2025 Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts ACL 2025 Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025 Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation ACL 2025 GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models EMNLP 2025 GPT-4 is Judged More Human than Humans in Displaced and Inverted Turing Tests COLING 2025 GRACE: A Granular Benchmark for Evaluating Model Calibration against Human Calibration ACL 2025 Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations EMNLP 2025 Gradient Short-Circuit: Efficient Out-of-Distribution Detection via Feature Intervention ICCV 2025 GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning ACL 2025 HalluLens: LLM Hallucination Benchmark ACL 2025 Hard Emotion Test Evaluation Sets for Language Models NAACL 2025 Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress ACL 2025 HATS : Hindi Analogy Test Set for Evaluating Reasoning in Large Language Models ACL 2025 HEDS 3.0: The Human Evaluation Data Sheet Version 3.0 ACL 2025 Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation AAAI 2025 HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth EMNLP 2025