Discourse Processing: cohesion-Reference Resolution- Discourse Coherence and Structure. Semantic Analysis: Meaning Representation-Lexical Semantics- Ambiguity-Word Sense Disambiguation. UNIT III SEMANTIC ANALYSIS AND DISCOURSE PROCESSING Syntactic Analysis: Context-free Grammar-Constituency- Parsing-Probabilistic Parsing. Word Level Analysis: Regular Expressions-Finite-State Automata-Morphological Parsing-Spelling Error Detection and correction-Words and Word classes-Part-of Speech Tagging. UNIT II WORD LEVEL AND SYNTACTIC ANALYSIS Language Modeling: Various Grammar- based Language Models-Statistical Language Model.
Overview: Origins and challenges of NLP-Language and Grammar-Processing Indian Languages - NLP Applications-Information Retrieval. > Understand the information retrieval techniques. > Be familiar with the natural language generation. > Learn the techniques in natural language processing.
CS6011 NATURAL LANGUAGE PROCESSING SYLLABUS - REGULATION - 2013
