INF582 - Natural Language Processing

Information:

This course is in English

Part of the INF582 module in collaboration with Michalis Vazirgiannis.

Syllabus (for my part of the course):

Lexical statistics and language models (n-gram models; neural language models)
Sequence Labelling: Named Entity Recognition, Part Of Speech tagging using Hidden Markov Models and Conditional Random Fields
Introduction to Statistical Parsing, elements of Machine Translation
Semantics - Knowledge Bases, Relation Extraction, Knowledge Graph embeddings (transE and similar methods)

All material is available on the Polytechnique Moodle

D.Jurafsky and H.Martin: Speech and Language Processing (draft available on-line)

(page in construction)

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