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Syllabus - Automotive Design & Assembly Drawing (AU-504 (D))

Adoption

Origins and challenges of NLP

Language Modeling

Regular Expressions, Finite-State Automata

English Morphology, Transducers for lexicon and rules, Tokenization

Detecting and Correcting Spelling Errors, Minimum Edit Distance

Unsmoothed N-grams, Evaluating N-grams, Smoothing, Interpolation and Backoff

Word Classes, Part-of-Speech Tagging

Issues in PoS tagging

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