Search Results for author: Zachary Horvitz

Found 2 papers, 1 papers with code

ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer

1 code implementation29 Aug 2023 Zachary Horvitz, Ajay Patel, Chris Callison-Burch, Zhou Yu, Kathleen McKeown

Our parameter-efficient approach, ParaGuide, leverages paraphrase-conditioned diffusion models alongside gradient-based guidance from both off-the-shelf classifiers and strong existing style embedders to transform the style of text while preserving semantic information.

Style Transfer

Context-Driven Satirical News Generation

no code implementations WS 2020 Zachary Horvitz, Nam Do, Michael L. Littman

While mysterious, humor likely hinges on an interplay of entities, their relationships, and cultural connotations.

News Generation

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