数字图书馆论坛Issue(8)：24-31,8.DOI:10.3772/j.issn.1673-2286.2017.08.004
面向语义出版的学术文本词汇语义功能自动识别
Automatic Recognition of Term Function in Academic Text for Semantic Publishing
摘要
Abstract
To enhance the development of semantic publishing of academic text, it is necessary to do more research on writing/publishing model and academic text understanding. Text understanding is a key technology for the semantic processing of academic text, especially stock academic text. This paper proposes a method for term function identification of academic text based on CRF model and term function analysis framework. Twenty-seven features (such as morphology features, syntax features, and chunk-based features) are employed in the sequence-labeling model. Experimental results show that the method obtains better results than the state of the art.关键词
词汇功能/语义出版/序列标注/学术文本Key words
Term Function/Semantic Publishing/Sequence Labeling/Academic Text分类
社会科学引用本文复制引用
程齐凯,李信..面向语义出版的学术文本词汇语义功能自动识别[J].数字图书馆论坛,2017,(8):24-31,8.基金项目
本研究得到中国博士后科学基金项目(编号:2016M602371)和国家自然科学基金青年项目"基于深度语义挖掘的引文推荐多样化研究"(编号:71704137)资助. （编号:2016M602371）
