3 papers
cs.CL2026
LLM Benchmark-User Need Misalignment for Climate Change
Oucheng Liu, Lexing Xie, Jing Jiang
Climate change is a major socio-scientific issue shapes public decision-making and policy discussions. As large language models (LLMs) increasingly serve as an interface for access…
cs.CL2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks
Yixin Cao, Shibo Hong, Xinze Li +24
Large Language Models (LLMs) are advancing at an amazing speed and have become indispensable across academia, industry, and daily applications. To keep pace with the status quo, th…
cs.CV2025
Do Existing Testing Tools Really Uncover Gender Bias in Text-to-Image Models?
Yunbo Lyu, Zhou Yang, Yuqing Niu +2
Text-to-Image (T2I) models have recently gained significant attention due to their ability to generate high-quality images and are consequently used in a wide range of applications…