My Projects

NLP Montreal 2019

NLP Montreal Consortium

Formal projects

  • NLP MILA-LISA-IVADO CRD, Deep learning applied to smarter dialogue systems. I am PI of this industrial-university partnership we are now working hard to make it append.

  • IVADO, Machine learning for the analysis of the Large Hadron Collider Data

  • IVADO, Knowledge-based Question Answering and Information Retrieval

  • LEGALIA, Towards a Responsible and Ethical Development of Artificial Intelligence

  • NSERC-CREATE, Program on Machine Learning in Quantitative Finance and Business Analytics

  • Observatoire international sur les impacts sociétaux de l’IA et du numérique

Specific ongoing research project

  • Sememes : Language tokenization in semantic universal semantic units

  • Word embedding

  • Sentence embedding

  • Fast neural memory

  • Unsupervised learning

  • Quantum algorithm for fast Deep-Learning gradient descent

  • Causal inference

  • Automatic correction and simplification of style in written texts

  • Justification and rationalization

  • The role of interaction in learning

  • Machine learning for the analysis of the Large Hadron Collider Data