Adrien Guille — Index - Research - Teaching - Publications - Code

Teaching

Representation Learning for NLP (M2 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

Data Mining (DUT2 Statistique et Informatique Décisionnelle)

Course material available on Moodle.

Bases de la programmation (DUT1 Statistique et Informatique Décisionnelle)

Course material available on Moodle.