Building from Scratch: A Multi-Agent Framework with Human-in-the-Loop for Multilingual Legal Terminology Mapping
Published:Dec 15, 2025 03:29
•1 min read
•ArXiv
Analysis
This article presents a research paper on a multi-agent framework designed for multilingual legal terminology mapping. The inclusion of a human-in-the-loop component suggests an attempt to improve accuracy and address the complexities inherent in legal language. The focus on multilingualism is significant, as it tackles the challenge of cross-lingual legal information access. The use of a multi-agent framework implies a distributed approach, potentially allowing for parallel processing and improved scalability. The title clearly indicates the core focus of the research.
Key Takeaways
Reference
“The article likely discusses the architecture of the multi-agent system, the role of human intervention, and the evaluation metrics used to assess the performance of the framework. It would also probably delve into the specific challenges of legal terminology mapping, such as ambiguity and context-dependence.”