作者
Oanh Thi Tran, Bach Xuan Ngo, Minh Le Nguyen, Akira Shimazu
发表日期
2014/3
期刊
Artificial intelligence and law
卷号
22
页码范围
29-60
出版商
Springer Netherlands
简介
This paper investigates the task of reference resolution in the legal domain. This is a new interesting task in Legal Engineering research. The goal is to create a system which can automatically detect references and then extracts their referents. Previous work limits itself to detect and resolve references at the document targets. In this paper, we go a step further in trying to resolve references to sub-document targets. Referents extracted are the smallest fragments of texts in documents, rather than the entire documents that contain the referenced texts. Based on analyzing the characteristics of reference phenomena in legal texts, we propose a four-step framework to deal with the task: mention detection, contextual information extraction, antecedent candidate extraction, and antecedent determination. We also show how machine learning methods can be exploited in each step. The final system achieves 80.06 …
引用总数
201420152016201720182019202020212022202320242543526512
学术搜索中的文章
OT Tran, BX Ngo, ML Nguyen, A Shimazu - Artificial intelligence and law, 2014