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Large Language Models Meet Legal Artificial Intelligence: A Survey

Published: September 12, 2025 | arXiv ID: 2509.09969v1

By: Zhitian Hou , Zihan Ye , Nanli Zeng and more

Potential Business Impact:

Helps lawyers use smart computers for legal work.

Business Areas:
Natural Language Processing Artificial Intelligence, Data and Analytics, Software

Large Language Models (LLMs) have significantly advanced the development of Legal Artificial Intelligence (Legal AI) in recent years, enhancing the efficiency and accuracy of legal tasks. To advance research and applications of LLM-based approaches in legal domain, this paper provides a comprehensive review of 16 legal LLMs series and 47 LLM-based frameworks for legal tasks, and also gather 15 benchmarks and 29 datasets to evaluate different legal capabilities. Additionally, we analyse the challenges and discuss future directions for LLM-based approaches in the legal domain. We hope this paper provides a systematic introduction for beginners and encourages future research in this field. Resources are available at https://github.com/ZhitianHou/LLMs4LegalAI.

Country of Origin
🇨🇳 China

Repos / Data Links

Page Count
21 pages

Category
Computer Science:
Computation and Language