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.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…
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…