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...Gujarat technological university bachelor of engineering subject code semester vii name natural language processing type course elective prerequisite probability and statistics programming data structures rationale automated human languages is increasingly becoming important for different types applications including translation surveys chatbots etc this introduces the fundamentals its in various problem domains teaching examination scheme credits marks total l t p c theory practical ese e pa m v i content sr no hrs introduction to nlp what why difficult history advantages disadvantages components how build an pipeline phases apis libraries modeling part speech tagging unigram model bigram trigram n gram advanced smoothing empirical comparison techniques generation parts morphology named entity recognition words word forms bag skip continuous embedding representations lexical semantics sense disambiguation knowledge based supervised text analysis summarization extraction sentiment mini...