A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations

Pierre Colombo, Chloe Clavel, Pablo Piantanida

Learning disentangled representations of textual data is essential for many natural language tasks such as fair classification, style transfer and sentence generation, among others…