基于自然语言处理和语义的契约分析系统

Dan Yang, Christina Leber, L. Tari, A. Chandramouli, A. Crapo, R. Messmer, Steven M. Gustafson
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引用次数: 3

摘要

合同搜索工具是一个语义搜索平台,可以有效分析复杂的长期合同服务协议,如燃气轮机。我们开发的方法可以有效地识别特定法律概念的文本段落。然后,关键内容可以通过语义模型进行分解和组织,语义模型捕获概念的关键元素并链接到特定段落。这是通过执行语义文本分析来实现的,以捕获隐式陈述的条款和条款的定义,并以有组织的方式返回相关信息。该工具可以提高法律审查的效率,与服务经理共享法律知识,降低合同审查过程中的法律风险。
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A Natural Language Processing and Semantic-Based System for Contract Analysis
The Contract Search Tool is a semantic search platform that enables effective analysis of complex, long-term contractual service agreement for machines such as gas turbines. The approach we developed can effectively identify paragraphs of text for specific legal concepts. Then the key content can be decomposed and organized by the semantics model that captures key elements of the concepts and links to specific paragraphs. This is achieved by performing semantic text analysis to capture implicitly-stated provisions and the definitions of provisions, and relevant information is returned in an organized manner. The tool can be applied to increase productivity of legal review, share legal knowledge with service managers, and reduce legal risk in contract review process.
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