Natural Language Processing and Computational Linguistics [1st edition] 9781788838535, 178883853X

Work with Python and powerful open source tools such as Gensim and spaCy to perform modern text analysis, natural langua

722 138 6MB

English Pages 306 Year 2018

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Natural Language Processing and Computational Linguistics [1st edition]
9781788838535, 178883853X

Author / Uploaded
Safari
an O'Reilly Media Company.; Srinivasa-Desikan
Bhargav

Table of contents :
Table of ContentsWhat is Text Analysis?Python Tips for Text AnalysisspaCy's Language ModelsGensim - Vectorizing text and transformations and n-gramsPOS-Tagging and its ApplicationsNER-Tagging and its ApplicationsDependency ParsingTop ModelsAdvanced Topic ModellingClustering and Classifying TextSimilarity Queries and SummarizationWord2Vec, Doc2Vec and GensimDeep Learning for textKeras and spaCy for Deep LearningSentiment Analysis and ChatBots

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