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资源名称 CS224N Natural Language Processing Manning,Chris
资源来源 斯坦福大学
资源分类 理学学科
工学学科
资源作者 Manning, Chris  
适用对象 本科生
关键词 Natural Language Processing   Artificial Intelligence  
简介 This course is designed to introduce students to the fundamental concepts and ideas in natural language processing (NLP), and to get them up to speed with current research in the area. It develops an in-depth understanding of both the algorithms available for the processing of linguistic information and the underlying computational properties of natural languages. Wordlevel, syntactic, and semantic processing from both a linguistic and an algorithmic perspective are considered. The focus is on modern quantitative techniques in NLP: using large corpora, statistical models for acquisition, disambiguation, and parsing. Also, it examines and constructs representative systems.
使用情况 浏览次数:3030, 下载次数:11
入库日期 2010-07-13