项目网址:http://code.google.com/p/perminusminus/
作者:张开旭(清华大学2012届博士毕业生,毕业论文,现在厦大教学)。
个人主页:http://nlp.csai.tsinghua.edu.cn/~zkx/
源码是python。算法原理是感知器模型。
Introduction
Per-- is a toolkit of AveragedPerceptron (Freund and Schapire, 1999) for path Labelingunder the KISS principle(Keep It Simple andStupid).
Features
Simple and efficient
Multiple usage: path labeling, path finding, sequence labeling and classification
Can provide n-best outputs
Can provide "mar.ginal score"
Can provide alpha (forward) values and beta (backward) values using forward-backward algorithm
Open source