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6.863 is a laboratory-oriented course on the theory and practice of building

0

1

English

English [CC]

FREE

Description

computer systems for human language processing, with an emphasis on the linguistic, cognitive, and engineering foundations for understanding their design.

Course content

    • Introduction to NLP, Main Issues, fsa’s Unlimited
    • Linguistics: Phonology and Morphology I, 2-level morphology, Kimmo Unlimited
    • Linguistics: Phonology and Morphology II Unlimited
    • HMM Tagging Unlimited
    • Part of Speech Tagging: The Brill Tagger Unlimited
    • Introduction to Parsing, Linguistics: Syntax & Parsing Unlimited
    • Shift-Reduce Parsers in Detail, Earley’s Algorithm and Chart Parsing Unlimited
    • Context-Free Parsing and Beyond Unlimited
    • Shift-Reduce Parsers in Detail, Earley’s Algorithm and Chart Parsing Unlimited
    • Parsing with an Integrated Lexicon – The Question of Syntactic Features Unlimited
    • Semantic Interpretation I: Compositionality Unlimited
    • Semantic Interpretation II: Compositionality and Quantifiers Unlimited
    • Semantics III: Lexical Semantics Unlimited
    • Semantics IV: Lexical Semantics Unlimited
    • Semantics V: Constraint-Based Systems Unlimited
    • Machine Translation I Unlimited
    • Machine Translation III Unlimited
    • Machine Translation IV Unlimited
    • Language Learning I Unlimited
    • Language Learning II Unlimited

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Instructor

Massachusetts Institute of Technology
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