Master TAL - MSc. NLP

Course Unit

Text applications







Course Description

This course will be divided into two parts:

1) Practical application of text generation in order to introduce two theoretical frameworks : data-driven generation (from databases and knowledge). The class will introduce the various proposed approaches (symbolic, probabilistic, statistical).

2) Sentiment analysis and multilingual opinions : the notion of comparable corpora, state of the art methods of document alignment (via bilingual dictionaries and Latent Semantic Approach), opinion and sentiment detection of texts (different typologies, the different machine learning algorithms used for this detection)


Learning Outcome

  • Application of principles of the text generation
  • Knowledge of principles of multilingualism


  • UE 701, UE 704, UE 801, UE 802, UE 804


Targeted Skills

  • Analyse a problem before computationally treating spoken or written data
  • Know how to retrieve, structure and represent data (sound, text, image)
  • Know how to apply algorithmic techniques, linguistic analysis, statistics, and knowledge processing.

More Informations


  • To be completed

Course URL – Arche

  • To be completed

Link with other courses

  • to be completed

Evaluation procedures

Number of Tests

  • to be completed

Nature of the tests

  • to be completed

Group work

  • to be completed

Combine with other specialization

  • No

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