Teaching
Representation Learning for NLP (Master Machine Learning & AI @ U Lyon 2)
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
Machine Learning with Graphs (Master Complex Systems @ ENS Lyon)
Here is a list of suggested readings for this course:
Pre-trained Node and Graph Representations
Graph Neural Networks