Subject Details
Dept     : AIDS
Sem      : 6
Regul    : 2019
Faculty : ashokkumar
phone  : NIL
E-mail  : ashok.r.it@snsce.ac.in
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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

  • 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.

  • 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.

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    IAE 1 QB,
    Unit 1 and 2

  • Youtube Video

    Dear Students the Youtube Video has been uploaded for the following topics:
    Tokenization
    CFG
    Pos tagging

  • Assignment

    Assignment topic is Tokenization and due date is 20-04-2023.

  • Assignment

    Assignment topic is Context Free Grammer and due date is 24-04-2023.

  • Assignment

    Assignment topic is Tokenization and due date is .

  • Resource Link

    Dear Students the Resource Link has been uploaded for the following topics:
    Tokenization
    Ngram
    Pos tagging