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FAKTA: An Automatic End-to-End Fact Checking System

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arxiv 1906.04164 v1 pith:CIAN7TO7 submitted 2019-06-07 cs.CL cs.LGstat.ML

classification cs.CLcs.LGstat.ML
keywords faktacheckingclaimsdocumentevidencefactgivenvarious
verification ladder T0 review T1 audit T2 compute T3 formal
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We present FAKTA which is a unified framework that integrates various components of a fact checking process: document retrieval from media sources with various types of reliability, stance detection of documents with respect to given claims, evidence extraction, and linguistic analysis. FAKTA predicts the factuality of given claims and provides evidence at the document and sentence level to explain its predictions

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