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In formal procedure of civil cases, the textual materials provided bydifferent parties describe the development process of the cases. It is adifficult but necessary task to extract the key information for the cases fromthese textual materials and to clarify the dispute focus of related parties.Currently, officers read the materials manually and use methods, such askeyword searching and regular matching, to get the target information. Theseapproaches are time-consuming and heavily depending on prior knowledge andcarefulness of the officers. To assist the officers to enhance workingefficiency and accuracy, we propose an approach to detect disputes from divorcecases based on a two-round-labeling event extracting technique in this paper.We implement the Judicial Intelligent Assistant (JIA) system according to theproposed approach to 1) automatically extract focus events from divorce casematerials, 2) align events by identifying co-reference among them, and 3)detect conflicts among events brought by the plaintiff and the defendant. Withthe JIA system, it is convenient for judges to determine the disputed issues.Experimental results demonstrate that the proposed approach and system canobtain the focus of cases and detect conflicts more effectively and efficientlycomparing with existing method.

Judicial Intelligent Assistant System: Extracting Events from Divorce Cases to Detect Disputes for the Judge