Evaluation

DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors EMNLP 2025 EditBoard: Towards a Comprehensive Evaluation Benchmark for Text-Based Video Editing Models AAAI 2025 EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark CVPR 2025 EGOILLUSION: Benchmarking Hallucinations in Egocentric Video Understanding EMNLP 2025 EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025 EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models EMNLP 2025 Enhancing Human Evaluation in Machine Translation with Comparative Judgement ACL 2025 Enhancing Reward Models for High-quality Image Generation: Beyond Text-Image Alignment ICCV 2025 Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training AAAI 2025 EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking EMNLP 2025 ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions AAAI 2025 Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis ACL 2025 Estimating LLM Consistency: A User Baseline vs Surrogate Metrics EMNLP 2025 ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries ACL 2025 Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation CVPR 2025 Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution AAAI 2025 Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite? EMNLP 2025 Evaluating and Aligning Human Economic Risk Preferences in LLMs EMNLP 2025 Evaluating Conversational Agents with Persona-driven User Simulations based on Large Language Models: A Sales Bot Case Study EMNLP 2025 Evaluating Dialect Robustness of Language Models via Conversation Understanding COLING 2025 Evaluating Evaluation Metrics for Ancient Chinese to English Machine Translation NAACL 2025 Evaluating Financial Literacy of Large Language Models through Domain Specific Languages for Plain Text Accounting COLING 2025 Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective ACL 2025 Evaluating Index-based Treatment Allocation in Underresourced Communities AAAI 2025 Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025