Host: The Japanese Society for Artificial Intelligence
Name : 34th Annual Conference, 2020
Number : 34
Location : Online
Date : June 09, 2020 - June 12, 2020
Companies handle many kinds of contracts such as sales agreements and basic sales transaction agreements. During drafting, they ask their own legal department or advisory legal firm for a contract review. Legal officers in these organization provide comments on (1) an unfavorable term, (2) lack of a necessary term, (3) a typographic error, (4) an inappropriate use of legal terms, and so on, by referencing similar contracts. They conduct this inspection with their highly specialized knowledge and experience; however, we may face a shortage of manpower for contract review in near future because of birthrate decline and labor reform. Therefore, we develop a contract review support system that finds the issues above. We apply a rule-based solution for issues (1), (2), and (3) since many contract expressions and description rules are standardized. We apply a machine learning-based solution for issue (4) since using legal terms appropriately depends on context.