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Haochen Jia

2 accepted papers

2025

LAiW: A Chinese Legal Large Language Models Benchmark

COLING 2025main

General and legal domain LLMs have demonstrated strong performance in various tasks of LegalAI. However, their current evaluations lack alignment with the fundamental logic of legal reasoning, the legal syllogism. This hinders trust and understanding from legal experts. To bridge this gap, we introd…

2025

UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models

NAACL 2025findings

Existing legal benchmarks focusing on knowledge and logic effectively evaluate LLMs on various tasks in legal domain. However, few have explored the practical application of LLMs by actual users. To further assess whether LLMs meet the specific needs of legal practitioners in real-world scenarios, w…