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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Introduction to lexical semantics, Syntax-DrivenSemantic analysis, Semantic attachments , Word Senses, Relations between Senses, Thematic Roles
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:N-grams – Computing unigram, bigram, trigram probabilities, Evaluating N-grams, Smoothing, Interpolation and Backoff , WordClasses, Part-of-Speech Tagging, Rule-based, Stochastic and Transformation-based tagging, Issues in PoS tagging , Hidden Markov and Maximum Entropy models, Conditional random fields (CRF), Context-Free Grammars, Grammar rules for English, Treebanks, Normal Forms forgrammar , Dependency Grammar , Syntactic Parsing, Ambiguity, Dynamic Programming parsing , Shallow parsing – Probabilistic CFG, Probabilistic CYK, Probabilistic Lexicalized CFGs , Feature structures, Unification of feature structures.
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Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:Origins and challenges of NLP, Language Modelling: Grammar-based LM, Statistical LM , Regular Expressions, Tokenization, Word and Sentence Segmentation, Detecting and Correcting Spelling Errors, Edit Distance-weighted edit distance, dynamic programming edit distance, Introduction to NLTK.
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Question Bank
Dear Students the Question Bank has been uploaded for the following topics:IAE 1 QB, Unit 1 and 2
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Youtube Video
Dear Students the Youtube Video has been uploaded for the following topics:TokenizationCFGPos tagging
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Assignment
Assignment topic is Tokenization and due date is 20-04-2023.
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Assignment
Assignment topic is Context Free Grammer and due date is 24-04-2023.
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Assignment
Assignment topic is Tokenization and due date is .
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Resource Link
Dear Students the Resource Link has been uploaded for the following topics:TokenizationNgramPos tagging