{"id":773,"date":"2021-10-14T13:53:12","date_gmt":"2021-10-14T13:53:12","guid":{"rendered":"https:\/\/itgeeks.in\/home\/?p=773"},"modified":"2021-10-14T13:53:14","modified_gmt":"2021-10-14T13:53:14","slug":"2k6-cs-805h-natural-language-processing","status":"publish","type":"post","link":"https:\/\/itgeeks.in\/home\/?p=773","title":{"rendered":"2K6 CS 805(H) NATURAL LANGUAGE PROCESSING"},"content":{"rendered":"\n<p><strong>Module I (12 hours)<\/strong><br>Introduction to Natural Language Processing- The Study of Language- Applications of Natural Language Understanding- Evaluating Language Understanding Systems- Different Levels of language analysisRepresentation and understanding- The Organization of Natural Language Understanding Systems Linguistic background.<br><strong>Module II (12 hours)<\/strong><br>Grammars and parsing, Top down and Bottom up parsers, Transition Network Grammars, Feature systems and augmented grammars, Morphological analysis and the lexicon, Parsing with features, Augmented Transition Networks.<br><strong>Module III (12 hours)<\/strong><br>Grammars for natural language, Movement phenomenon in language, Handling questions in context free grammars, Hold mechanisms in ATNs, Gap threading, Human preferences in parsing, Shift reduce parsers, Deterministic parsers, Statistical methods for Ambiguity resolution.<br><strong>Module IV (15 hours)<\/strong><br>Semantic Interpretation, word senses and ambiguity, Basic logical form language, Encoding ambiguity in logical from, Thematic roles, Linking syntax and semantics, Recent trends in NLP.<\/p>\n\n\n\n<p><strong>Text books<\/strong><br>1. James Allen, Natural Language Understanding, Second Edition, 2003, Pearson Education<br><strong>Reference books<\/strong><br>1.\u00a0<a href=\"https:\/\/itgeeks.in\/home\/?p=774\">D Juraffsky, J H Martin, Speech and Language Processing, Pearson Education<\/a><br>2. Tomek Strzalkowski \u201c Natural Language Information Retrieval \u201c, Kluwer academic Publishers, 1999<br>3. Ron Cole, J.Mariani, et.al \u201cSurvey of the State of the Art in Human Language Technology\u201d, Cambridge University Press, 1997<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/itgeeks.in\/home\/?p=205\">S8 QUESTION PAPERS<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Module I (12 hours)Introduction to Natural Language Processing- The Study of Language- Applications of Natural Language Understanding- Evaluating Language Understanding<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36,23,9,8],"tags":[7],"class_list":["post-773","post","type-post","status-publish","format-standard","hentry","category-ku-s8-cse","category-ku-syb-s8","category-ku-syllabus","category-syllabus","tag-kannur-university"],"_links":{"self":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/773","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=773"}],"version-history":[{"count":1,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/773\/revisions"}],"predecessor-version":[{"id":776,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=\/wp\/v2\/posts\/773\/revisions\/776"}],"wp:attachment":[{"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=773"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=773"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itgeeks.in\/home\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=773"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}