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Jean-Yves ANTOINE
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Natural Language Processing

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Natural Language Processing - UE 401 : Information Retrieval - MSc. in Computer Science (Information Systems and Decision Support) - Year 1 - Semester 2

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This lecture gives to students in Computer Science a brief overview on linguistics and presents some basic techniques of Natural Language Processing, concerning speech analysis, morphology or syntactic analysis.  It finally presents some applications of LNP. This lecture is provided by Jean-Yves Antoine, Agata Savary and Nathalie Friburger.

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You can freely download the documents (slides) that are used during this lecture.
Teachers
: please feel free to contact me if you need a Powerpoint version of these presentations.

Lectures : Linguistics
  • Introduction to linguistics technologies
  • Speech
  • Morphology [Agata Savary]document cours PDF
  • Syntax
  • Semantics and pragmatics

Lectures : NLP
  • Named-entities detection [Nathalie Friburger]
  • Textual Information Retrieval [document cours PDF Agata Savary / Nathalie Friburger]
  • Text Mining

Pratical exercices
  • Speech Analysis
  • Morphological analysis with Xerox languaga tools and Unitex [Agata Savary] document cours PDF
  • Textual Informaton Retrieval [Agata Savary] document cours PDF

icone Bibliography



  • Allen J. (1995) Natural Language Understanding. Benjamins / Cummings
  • Biber D. (1988) Variations across speech and writing. Cambridge University Press.
  • Grosz B., Jones K., Webber B. (Eds.) (1986) Readings in Natural Language Processing. Morgan Kaufmann Publ.
  • Huang X., Acero A., Hon H-W. (2001) Spoken Language Processing : a guide to theory, algorithm and system development. Pretice Hall, Upper Saddle River, NJ.
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Jean-Yves ANTOINE - Last update : february, 2th 2009