Evaluation

How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code EMNLP 2025 How does Misinformation Affect Large Language Model Behaviors and Preferences? ACL 2025 How Far are AI-generated Videos from Simulating the 3D Visual World: A Learned 3D Evaluation Approach ICCV 2025 How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison EMNLP 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025 How Much Do LLMs Hallucinate across Languages? On Realistic Multilingual Estimation of LLM Hallucination EMNLP 2025 How Reliable is Multilingual LLM-as-a-Judge? EMNLP 2025 How to Protect Yourself from 5G Radiation? Investigating LLM Responses to Implicit Misinformation EMNLP 2025 HuGME: A benchmark system for evaluating Hungarian generative LLMs ACL 2025 Human and AI Perceptual Differences in Image Classification Errors AAAI 2025 Human Bias in the Face of AI: Examining Human Judgment Against Text Labeled as AI Generated ACL 2025 HumT DumT: Measuring and controlling human-like language in LLMs ACL 2025 ICE-Bench: A Unified and Comprehensive Benchmark for Image Creating and Editing ICCV 2025 Identifying Open Challenges in Language Identification ACL 2025 Identifying Reliable Evaluation Metrics for Scientific Text Revision ACL 2025 Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives IJCAI 2025 Image Generation Diversity Issues and How to Tame Them CVPR 2025 Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching CVPR 2025 In Benchmarks We Trust ... Or Not? EMNLP 2025 InductionBench: LLMs Fail in the Simplest Complexity Class ACL 2025 Information Density Principle for MLLM Benchmarks ICCV 2025 InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles EMNLP 2025 InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025 Investigating and Addressing Hallucinations of LLMs in Tasks Involving Negation NAACL 2025 Investigating the Robustness of Retrieval-Augmented Generation at the Query Level ACL 2025