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Joseph Le Roux

Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs
Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles
Challenging the Semi-Supervised VAE Framework for Text Classification
Disentangling semantics in language through VAEs and a certain architectural choice
Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting

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