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arXiv (Cornell University)
mFACE: Multilingual Summarization with Factual Consistency Evaluation
December 2022 • Roee Aharoni, Shashi Narayan, Joshua Maynez, Jonathan Herzig, Elizabeth A. Clark, Mirella Lapata
Abstractive summarization has enjoyed renewed interest in recent years, thanks to pre-trained language models and the availability of large-scale datasets. Despite promising results, current models still suffer from generating factually inconsistent summaries, reducing their utility for real-world application. Several recent efforts attempt to address this by devising models that automatically detect factual inconsistencies in machine generated summaries. However, they focus exclusively on English, a language with…
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