Ghazi Felhi

According to our database, Ghazi Felhi authored at least 10 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Représentations de phrases interprétables avec autoencodeurs variationnels et attention. (Interpretable sentence representation with variational autoencoders and attention).

Ghazi Felhi

PhD thesis, 2023

Interpretable Sentence Representation with Variational Autoencoders and Attention.

Ghazi Felhi

CoRR, 2023

2022

Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles.

Ghazi Felhi, Joseph Le Roux, Djamé Seddah

CoRR, 2022

Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs.

Ghazi Felhi, Joseph Le Roux, Djamé Seddah

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

Challenging the Semi-Supervised VAE Framework for Text Classification.

Ghazi Felhi, Joseph Le Roux, Djamé Seddah

CoRR, 2021

2020

Disentangling semantics in language through VAEs and a certain architectural choice.

Ghazi Felhi, Joseph Le Roux, Djamé Seddah

CoRR, 2020

Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting.

Ghazi Felhi, Joseph Le Roux, Djamé Seddah

CoRR, 2020

Calcul de similarité entre phrases : quelles mesures et quels descripteurs ? (Sentence Similarity : a study on similarity metrics with words and character strings ).

Davide Buscaldi, Ghazi Felhi, Dhaou Ghoul, Joseph Le Roux, Gaël Lejeune, Xudong Zhang

Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

2019

Slices of Attention in Asynchronous Video Job Interviews.

Léo Hemamou, Ghazi Felhi, Jean-Claude Martin, Chloé Clavel

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews.

Léo Hemamou, Ghazi Felhi, Vincent Vandenbussche, Jean-Claude Martin, Chloé Clavel

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019