Paper: Automatic Creation Of Domain Templates

ACL ID P06-2027
Title Automatic Creation Of Domain Templates
Venue Annual Meeting of the Association of Computational Linguistics
Session Poster Session
Year 2006

Recently, many Natural Language Processing (NLP) applications have improved the quality of their output by using various machine learning tech- niques to mine Information Extraction (IE) patterns for capturing information from the input text. Cur- rently, to mine IE patterns one should know in ad- vance the type of the information that should be captured by these patterns. In this work we pro- pose a novel methodology for corpus analysis based on cross-examination of several document collec- tions representing different instances of the same domain. We show that this methodology can be used for automatic domain template creation. As the problem of automatic domain template creation is rather new, there is no well-defined procedure for the evaluation of the domain template quality. Thus, we...