Go Figure! A Meta Evaluation of Factuality in Summarization

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Other Links: arxiv.org

Abstract:

Text generation models can generate factually inconsistent text containing distorted or fabricated facts about the source text. Recent work has focused on building evaluation models to verify the factual correctness of semantically constrained text generation tasks such as document summarization. While the field of factuality evaluation...More

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