On the Discrepancy between Density Estimation and Sequence Generation

17 Feb 2020 Jason Lee Dustin Tran Orhan Firat Kyunghyun Cho

Many sequence-to-sequence generation tasks, including machine translation and text-to-speech, can be posed as estimating the density of the output y given the input x: p(y|x). Given this interpretation, it is natural to evaluate sequence-to-sequence models using conditional log-likelihood on a test set... (read more)

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