{"id":18857,"date":"2019-12-10T05:42:40","date_gmt":"2019-12-10T05:42:40","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/natural-language-processing-cse-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-v\/"},"modified":"2019-12-10T05:42:40","modified_gmt":"2019-12-10T05:42:40","slug":"natural-language-processing-cse-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-v","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/natural-language-processing-cse-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-v\/","title":{"rendered":"Natural Language Processing Cse 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective V)"},"content":{"rendered":"<p>Natural Language Processing Cse 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective V) detail syllabus for Computer Science &amp; Engineering (Cse), 2017 regulation is collected from the <a href=\"https:\/\/www.annauniv.edu\/\" target=\"_blank\" rel=\"noopener\">Anna Univ<\/a> official website and presented for students of Anna University. The details of the course are: course code (CS8084), Category (PE), Contact Periods\/week (3), Teaching hours\/week (3), Practical Hours\/week (0). The total course credits are given in combined syllabus.<\/p>\n<p>For all other cse 8th sem syllabus for be 2017 regulation anna univ you can visit <a href=\"..\/cse-8th-sem-syllabus-for-be-2017-regulation-anna-univ\">Cse 8th Sem syllabus for BE 2017 regulation Anna Univ Subjects<\/a>. For all other Professional Elective V subjects do refer to <a href=\"..\/professional-elective-v-cse-8th-sem-syllabus-for-be-2017-regulation-anna-univ\">Professional Elective V<\/a>. The detail syllabus for natural language processing is as follows.<\/p>\n<p><h4>Course Objective:<\/h4>\n<ul>\n<li>To learn the fundamentals of natural language processing<\/li>\n<li>To understand the use of CFG and PCFG in NLP<\/li>\n<li>To understand the role of semantics of sentences and pragmatics<\/li>\n<li>To apply the NLP techniques to IR applications<\/li>\n<\/ul>\n<p><h4>Unit I<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<p><h4>Unit II<\/h4>\n<p><strong>Word Level Analysis<\/strong><br \/>\nUnsmoothed N-grams, Evaluating N-grams, Smoothing, Interpolation and Backoff &#8211; Word Classes, Part-of-Speech Tagging, Rule-based, Stochastic and Transformation-based tagging, Issues in PoS tagging &#8211; Hidden Markov and Maximum Entropy models.\n<\/p>\n<p><h4>Unit III<\/h4>\n<p><strong>Syntactic Analysis<\/strong><br \/>\nContext-Free Grammars, Grammar rules for English, Treebanks, Normal Forms for grammar &#8211; Dependency Grammar &#8211; Syntactic Parsing, Ambiguity, Dynamic Programming parsing &#8211; Shallow parsing &#8211; Probabilistic CFG, Probabilistic CYK, Probabilistic Lexicalized CFGs &#8211; Feature structures, Unification of feature structures.\n<\/p>\n<p><h4>Unit IV<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<p><h4>Unit V<\/h4>\n<p><strong>Discourse Analysis and Lexical Resources<\/strong><br \/>\nDiscourse segmentation, Coherence &#8211; Reference Phenomena, Anaphora Resolution using Hobbs and Centering Algorithm &#8211; Coreference Resolution &#8211; Resources: Porter Stemmer, Lemmatizer, Penn Treebank, Brills Tagger, WordNet, PropBank, FrameNet, Brown Corpus, British National Corpus (BNC).\n<\/p>\n<p><h4>Course Outcome:<\/h4>\n<p>Upon completion of the course, the students will be able to:<\/p>\n<ul>\n<li>To tag a given text with basic Language features<\/li>\n<li>To design an innovative application using NLP components<\/li>\n<li>To implement a rule based system to tackle morphology\/syntax of a language<\/li>\n<li>To design a tag set to be used for statistical processing for real-time applications<\/li>\n<li>To compare and contrast the use of different statistical approaches for different types of NLP applications.<\/li>\n<\/ul>\n<p><h4>Text Books:<\/h4>\n<ol>\n<li>Daniel Jurafsky, James H. MartinSpeech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech, Pearson Publication, 2014.<\/li>\n<li>Steven Bird, Ewan Klein and Edward Loper, Natural Language Processing with Pythonll, First Edition, OReilly Media, 2009.<\/li>\n<\/ol>\n<p><h4>References:<\/h4>\n<ol>\n<li>Breck Baldwin, Language Processing with Java and LingPipe Cookbook, Atlantic Publisher, 2015.<\/li>\n<li>Richard M Reese, Natural Language Processing with Javall, OReilly Media, 2015.<\/li>\n<li>Nitin Indurkhya and Fred J. Damerau, Handbook of Natural Language Processing, Second Edition, Chapman and Hall\/CRC Press, 2010.<\/li>\n<li>Tanveer Siddiqui, U.S. Tiwary, Natural Language Processing and Information Retrieval, Oxford University Press, 2008.<\/li>\n<\/li>\n<\/ol>\n<p>For detail syllabus of all other subjects of BE Cse, 2017 regulation do visit <a href=\"..\/category\/cse+8th-sem\">Cse 8th Sem syllabus for 2017 Regulation<\/a>.<\/p>\n<p>Dont forget to <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a> for latest syllabus and results, class timetable and more.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Natural Language Processing Cse 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective V) detail syllabus for Computer Science &amp; Engineering (Cse), 2017 regulation is collected from the [&hellip;]<\/p>\n","protected":false},"author":2297,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[51,69],"tags":[],"class_list":["post-18857","post","type-post","status-publish","format-standard","hentry","category-8th-sem","category-cse"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/18857","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/users\/2297"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=18857"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/18857\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=18857"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=18857"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=18857"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}