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<p>Creating course page via bot</p> <p><b>New page</b></p><div>{{Infobox Course<br /> | code = MTL785<br /> | name = Natural Language processing<br /> | credits = 3<br /> | credit_structure = 3-0-0<br /> | pre_requisites = <br /> | overlaps = COL772<br /> }}<br /> <br /> == MTL785 : Natural Language processing ==<br /> Linguistic Essentials: Parts of speech and morphology, inflectional versus derivational morphology, Phrase structure and link grammar, Syntax and syntactic theory, Semantics - semantic annotations, semantic similarity, Syntactic and semantic Ambiguity, Anaphora and cataphora - resolution. Study of Words: Frequency N-grams, Word alignment in parallel corpora - length based, word based, cognate based, Word Sense Disambiguation - Supervised, unsupervised Techniques, Grammar: Markov Models, POS tagging, Context Free Grammar, Parsing - Example-based parsing, Study of Divergence, Applications: Machine Translation - Example Based, Rule Based, Statistical, Summarization - Word Space Model, Random Indexing, Multi Document summarization, Information Retireval - vector based, term distribution based, Sentiment Analysis. MTV791 Special Module in Dynamical System 1 Credit (1-0-0) Basics - minimality, equicontinuity, recurrence, distality. Interplay of dynamical properties. Ergodicity. Symbolic dynamics. Relations arising from dynamical transformations and their Ellis semigroups. Entropy. Structure theorems. Decomposition theorems.</div>

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