evaluation framework

ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents EMNLP 2025 Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework NAACL 2025 Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models ACL 2025 Evaluation and Incident Prevention in an Enterprise AI Assistant AAAI 2025 GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025 Investigating Value-Reasoning Reliability in Small Large Language Models EMNLP 2025 IRR: Image Review Ranking Framework for Evaluating Vision-Language Models COLING 2025 JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs SemEval 2025 LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models COLING 2025 LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data ACL 2025 Luna: A Lightweight Evaluation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost COLING 2025 MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models EMNLP 2025 MCU: An Evaluation Framework for Open-Ended Game Agents ICML 2025 Measure only what is measurable: towards conversation requirements for evaluating task-oriented dialogue systems ACL 2025 MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models EMNLP 2025 MiCEval: Unveiling Multimodal Chain of Thought’s Quality via Image Description and Reasoning Steps NAACL 2025 NormAd: A Framework for Measuring the Cultural Adaptability of Large Language Models NAACL 2025 On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Evaluation Framework COLING 2025 PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims EMNLP 2025 PersonaGym: Evaluating Persona Agents and LLMs EMNLP 2025 REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction EMNLP 2025 ReviewEval: An Evaluation Framework for AI-Generated Reviews EMNLP 2025 RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models EMNLP 2025 SCORE: Systematic COnsistency and Robustness Evaluation for Large Language Models NAACL 2025 Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models EMNLP 2025