ADRIEN GUILLE

Associate Professor of Computer Science @ Université Lumière Lyon 2

Teaching

Representation Learning for NLP (Master - Data Mining)

Here is a list of suggested readings for this course:

Pre-Trained Word Representations

Main techniques to learn vector space representations of words

Supervised Learning with Pre-Trained Word Representations

Main neural architectures to solve document-level classification tasks

Sequence to Sequence learning and attention mechanism

Supervised Learning with Pre-Trained Language Models

Text Mining (DU - Data Science)

Course material not available.

Deep Learning (DU - Data Science)

Course material not available.

Data Mining (BUT - Statistique et Informatique Décisionnelle)

Course material available on Moodle.

Bases de la programmation (BUT - Statistique et Informatique Décisionnelle)

Course material available on Moodle.