斯坦福大学于2012年3月在Coursera启动了一个在线的自然语言处理课程,由NLP领域的大牛Dan Jurafsky 和 Chirs Manning教授授课:
https://class.coursera.org/nlp/
Lecture Slides
Introduction | ||
Basic Text Processing | ||
Minimum Edit Distance | ||
Language Modeling | ||
Spelling Correction | ||
Text Classification | ||
Sentiment Analysis | ||
Maximum Entropy Classifiers | ||
Information Extraction and Named Entity Recognition | ||
Relation Extraction | ||
Advanced Maximum Entropy Models | ||
POS Tagging | ||
Parsing Introduction | ||
Probabilistic Parsing | ||
Lexicalized Parsing | ||
Dependency Parsing | <img src="http://s |
Dependency Parsing | ||
Information Retrieval | ||
Ranked Information Retrieval | ||
Semantics | ||
Question Answering | ||
Summarization |