Author

Yuqi Huang

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#natural language process... Preprint Sep 2026

LexIssue: Benchmarking Legal Issue Identification in Chinese Civil Litigation

Experimental results across a diverse set of models show that retrieval-augmented generation using the constructed legal issue knowledge base consistently improves performance in identifying disputed legal issues and their corresponding legal attributes.

Hui-Yuan Xie, Yuqi Huang, Zhi-Cheng Hao et al. · 0 citations

Preprint Aug 2026

LexKairos: Benchmarking Legal Temporal Capabilities in LLMs

This work proposes LexKairos, a comprehensive benchmark for evaluating the temporal capabilities of LLMs in the Chinese legal context across three dimensions: statutory temporal knowledge, case temporal modeling, and statute-case temporal reasoning.

Chenyang Li, Ze-Jia Feng, Yuqi Huang et al. · 0 citations