PE-3 NLP (25-26 Sem-2)

Topic outline

• Natural Language Processing(23CS4602C-PVP23) Group-I & II
  
  

  Natural Language Processing(23CS4602C-PVP23) Group-I & II

  • Announcements Forum
  • Academic Calendar(2025-26) File
  • Individual TT(GLK) File
  • Individual TT(YS) File
• Syllabus, Micro Syllabus, Strength of Correlation, Justification
  
  

  Syllabus, Micro Syllabus, Strength of Correlation, Justification

  • Syllabus File
  • Micro Syllabus File
  • Strength of Correlation File
  • CO-PO Justification File
• LESSON PLAN
  
  

  LESSON PLAN

  • Lesson Plan File
• Question Bank, Model Paper
  
  

  Question Bank, Model Paper

  • Question Bank File
  • Model Paper File
• UNIT-I(INTRODUCTION & LANGUAGE MODELING)
  
  

  UNIT-I(INTRODUCTION & LANGUAGE MODELING)

  • Introduction to NLP File
  • Origins and challenges of NLP File
  • English Moorphology File
  • Tokenization in NLP File
  • Detecting and Correcting Errors in NLP File
  • n-Gram Models File
  • Language Model Evaluation File
  • Parameter Estimation File
  • Language Model Adaptation File
  • Types of Language Models File
  • Language-Specific Modeling Problems File
• UNIT-II(WORD LEVEL ANALYSIS & Parts of Speech Tagging)
  
  

  UNIT-II(WORD LEVEL ANALYSIS & Parts of Speech Tagging)

  • Evaluating N-grams File
  • Smoothing Techniques File
  • Interpolation and Backoff File
  • Word Classes File
  • 6. Part-of-Speech Tagging: Rule-based, Stochastic, Transformation-based tagging. File
  • Hidden Markov Model (HMM) for PoS Tagging File
  • Entropy Models File
• UNIT-III(SYNTACTIC ANALYSIS)
  
  

  UNIT-III(SYNTACTIC ANALYSIS)

  • Treebanks File
  • Normal Forms for grammar File
  • Dependency Grammar File
  • Syntactic Parsing File
  • Syntactic Ambiguity File
  • Dynamic Programming parsing File
  • Shallow parsing Probabilistic CFG File
  • Feature structures File
• UNIT-IV(SEMANTICS AND PRAGMATICS)
  
  

  UNIT-IV(SEMANTICS AND PRAGMATICS)

  • Unification of feature structures-Requirements for representation File
  • Description Logics File
  • Syntax-Driven Semantic analysis File
  • Semantic attachments File
  • Word Senses File
  • Relations between Senses File
  • Word Sense Disambiguation File
  • WSD using Supervise File
  • Dictionary & Thesaurus File
  • Bootstrapping methods File
• UNIT-V(DISCOURSE ANALYSIS AND LEXICAL RESOURCES)
  
  

  UNIT-V(DISCOURSE ANALYSIS AND LEXICAL RESOURCES)

  • Discourse segmentation File
  • Coherence File
  • Reference Phenomena File
  • Discourse Cohesion File
  • Anaphora Resolution File
  • Hobbs Algorithm for Anaphora Resolution File
  • Centering Theory and Algorithm File
  • Porter Stemmer File
  • Lemmatizer File
  • Brill’s Tagger File
  • PropBank File
  • Brown Corpus File
  • British National Corpus (BNC) File
  • Real world NLP Case Studies File
• Internal Exam Question Papers(MID & OBJECTIVE) and Assignment Questions
  
  

  Internal Exam Question Papers(MID & OBJECTIVE) and Assignment Questions

  • DEscriptive-I File
  • Objective-I File
  • Descriptive-II File
  • Objective-II File
  • Assignment File
  • NLP Descriptive-I Answers File
  • NLP Descriptive-II Answers File
  • NLP OBJECTIVE-I Answers File
  • NLP OBJECTIVE-II Answers File
• External Exam Question Paper with Scheme
  
  

  External Exam Question Paper with Scheme

  • External Exam Question Paper with Scheme File
• Evaluation Sheets
  
  

  Evaluation Sheets

  • NLP(2025-26) SEM-I Evaluation Sheet File