一作ICLR 2026Poster· General Machine Learning / Everything Else
Harnessing Temporal Databases for Systematic Evaluation of Factual Time-Sensitive Question-Answering in LLMs
Soyeon Kim · Jindong Wang · Xing Xie · Steven Whang
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Soyeon Kim · Jindong Wang · Xing Xie · Steven Whang
Kahee Lim · Soyeon Kim · Steven Euijong Whang
As large language models (LLMs) are increasingly deployed in real-world applications, ensuring their fair responses across demographics has become crucial. Despite many efforts, an ongoing challenge is hidden bias: LLMs appear fair under standard evaluations, but can produce biased responses outs...