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Researcher profile

Hareesh Bahuleyan

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation

    2018 · arXiv (Cornell University)

    The variational autoencoder (VAE) imposes a probabilistic distribution (typically Gaussian) on the latent space and penalizes the Kullback--Leibler (KL) divergence between the posterior and prior. In NLP, VAEs are extremely difficult to train due to …

  2. Disentangled Representation Learning for Non-Parallel Text Style Transfer

    2019

    This paper tackles the problem of disentangling the latent representations of style and content in language models. We propose a simple yet effective approach, which incorporates auxiliary multi-task and adversarial objectives, for style prediction and …