Mingxu Tao
Mingxu Tao has 2 papers in our library, in 2023–2026, most of them on Legal AI, Information retrieval & search; often with Chen Zhang, Guotong Geng, Wenpeng Hu.
OpenAlex · ORCID · h-index 3 · 16 works · 82 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 118 times in our library · ⭐ Paper Stars ranking: #6105
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksSocial Sciences · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksPolitical Science and International Relations · 2 worksLaw · 1 workInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Legal AI · 2 worksInformation retrieval & search · 1 work
Works by year
2020s
Papers
- Lawyer LLaMA Technical Report (2023 · 157 citations)
General-purpose LLMs such as Chinese-LLaMA perform poorly on legal questions. They lack specific legal facts, such as the minimum marriage age in China, and even when given the relevant statute they fail to reason from it correctly. The authors propose a three-stage recipe for domain adaptation and use it to build… - When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval (2026)
Lexical retrieval with BM25 remains surprisingly strong for Chinese legal case retrieval. On LeCaRD-v2, it beats both general and legal-domain dense embedders. The authors therefore improve BM25 instead of replacing it. Their approach rewrites queries with an LLM that follows explicit, human-readable rewriting rules.
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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