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 | ![]() |
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Basic Text Processing | ![]() |
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Minimum Edit Distance | ![]() |
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Language Modeling | ![]() |
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Spelling Correction | ![]() |
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Text Classification | ![]() |
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Sentiment Analysis | ![]() |
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Maximum Entropy Classifiers | ![]() |
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Information Extraction and Named Entity Recognition | ![]() |
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Relation Extraction | ![]() |
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Advanced Maximum Entropy Models | ![]() |
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POS Tagging | ![]() |
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Parsing Introduction | ![]() |
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Probabilistic Parsing | ![]() |
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Lexicalized Parsing | ![]() |
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Dependency Parsing | ![]() |
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Dependency Parsing | ![]() |
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Information Retrieval | ![]() |
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Ranked Information Retrieval | ![]() |
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Semantics | ![]() |
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Question Answering | ![]() |
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Summarization | ![]() |
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