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Zongyue Xue

2 accepted papers

2026

LLMS ON TRIAL: Evaluating Judicial Fairness For Large Language Models

ICLR 2026poster

Large Language Models (LLMs) are increasingly used in high-stakes fields, such as law, where their decisions can directly impact people's lives. When LLMs act as judges, the ability to fairly resolve judicial issues is necessary to ensure their trustworthiness. Based on theories of judicial fairness…

Cited by 0SourcecodeScholar
2024

LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels

IJCAI 2024poster

An extensive label system is pivotal to facilitate judicial fairness and social justice. Prior empirical research and our interview with legal professionals underscore the importance of extra-legal factors in criminal trials. To help identify sentencing biases and facilitate downstream applications,…