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Foundations of Statistical Natural Language Processing Christopher D. Manning, Hinrich Schuetze
Publisher: MIT

It's a classic book and certainly it was a good read. Recently I was looking into making my NLP knowledge more solid and I found this book by reference: Foundations of Statistical Natural Language Processing . Lafferty J, McCallum A, Pereira F: Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. Introduction to information retrieval. So, building upon a strong foundation in math, science, and some programming, I've expanded my toolset to new techniques and languages: machine learning and data mining, R and MapReduce, and on and on. NLP is a statistical process, and errors happen! Foundations of Statistical Natural Language Processing book download Christopher D. Broadly speaking, NLP is computer manipulation of natural language: from word counts to AutoCorrect, machine translation to sentiment analysis, part-of-speech tagging to speech recognition. Foundations of Statistical Natural Language Processing. Manning C, Schütze H: Foundations of Statistical Natural Language Processing. Manning, Hinrich Schütze, Prabhakar Raghavan.