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Old Age
FAKTA: An Automatic End-to-End Fact Checking System
June 07, 2019 ยท Declared Dead ยท ๐ North American Chapter of the Association for Computational Linguistics
"No code URL or promise found in abstract"
Evidence collected by the PWNC Scanner
Authors
Moin Nadeem, Wei Fang, Brian Xu, Mitra Mohtarami, James Glass
arXiv ID
1906.04164
Category
cs.CL: Computation & Language
Cross-listed
cs.LG,
stat.ML
Citations
47
Venue
North American Chapter of the Association for Computational Linguistics
Last Checked
4 months ago
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
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