关键词: 术语抽取, 条件随机场, 模板

Abstract: This paper introduces a Conditional Random Fields（CRF） based method for term extraction，which intends to be used in military intelligent process.This method takes the field term extraction as an issue of sequence marking，quantitates the characters of field term distribution and takes it as the training characters，leverages the CRF toolkit to generate a field term character template and uses the template for field term extraction.In the experiment，the materials for training are the news data from the military channel of Sohu Networks，the materials for testing are all of the articles from magazine of Modern Military 2007，issues 1 to 8.The experimental result is positive with precision rate of 73.24%，recall rate of 69.75%，and F-measure of 71.36%.It turns out that this method is simple and feasible，and can be used on other fields.

Key words: term extraction, Conditional Random fields（CRF）, template