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Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of Polyglotism

2020-12-16 13:10:56
Denisa A.O. Roberts
arXiv_AI
     
Abstract

This article investigates multilingual evidence retrieval and fact verification as a step to combat global disinformation, a first effort of this kind, to the best of our knowledge. A 400 example mixed language English-Romanian dataset is created for cross-lingual transfer learning evaluation. We make code, datasets, and trained models available upon publication.

Abstract (translated)

URL

https://arxiv.org/abs/2012.08919

PDF

https://arxiv.org/pdf/2012.08919.pdf

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