KTU CS366 Natural Language Processing S6 CS Honors

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NLP Text book PDF


NLP Previous University Question Papers




Notes





Module
Syllabus
PPT
1 Introduction to Natural Language Understanding- Levels of language analysis- Syntax, Semantics, Pragmatics. Linguistic Background- An Outline of English Syntax. Click

2

Lexicons, POS Tagging, Word Senses. Grammars and Parsing- Features, Agreement and Augmented Grammars.

 Click

3

Grammars for Natural Language, Parsing methods and Efficient Parsing. Ambiguity Resolution- Statistical Methods. Probabilistic Context Free Grammar.

 Click

4

Semantics and Logical Form: Linking Syntax and Semantics- Ambiguity Resolution- other Strategies for Semantic Interpretation- Scoping and the Interpretation of Noun Phrases.

5

Knowledge Representation and Reasoning- Local Discourse Context and Reference- Using World Knowledge- Discourse Structure- Defining a Conversational Agent.

 Click

6

Applications- Machine Translation, Information Retrieval and Extraction, Text Categorization and Summarization.

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