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arXiv:1906.04164cs.CL

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

Moin Nadeem, Wei Fang, Brian Xu, Mitra Mohtarami, James Glass

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Abstract

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

arXiv comments
Accepted to NAACL '19
Journal reference
DOI
Subjects
cs.CLComputation and Language cs.LGMachine Learning stat.MLMachine Learning (Statistics)

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