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Edit Flows: Non-Autoregressive Sequence Generation by tshennan6 is a document available to read on EtoBox.

What is Edit Flows: Non-Autoregressive Sequence Generation about?

Edit Flows is a non-autoregressive generative model that utilizes edit operations (insertions, deletions, substitutions) to enable flexible sequence generation, overcoming limitations of existing models. By framing the generation process as a Continuous-time Markov Chain, Edit Flows allows for variable-length outputs and efficient training through an innovative Flow Matching-based procedure. Empirical results demonstrate superior performance in image captioning and code generation compared to autoregressive

Author

tshennan6

Language

EN