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NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge. (arXiv:2112.08544v3 [cs.CL] UPDATED)
May 25, 2022, 1:12 a.m. | Revanth Gangi Reddy, Sai Chetan, Zhenhailong Wang, Yi R. Fung, Kathryn Conger, Ahmed Elsayed, Martha Palmer, Preslav Nakov, Eduard Hovy, Kevin Small,
cs.CL updates on arXiv.org arxiv.org
Claim detection and verification are crucial for news understanding and have
emerged as promising technologies for mitigating news misinformation. However,
most existing work has focused on claim sentence analysis while overlooking
crucial background attributes (e.g., claimer, claim objects). In this work, we
present NewsClaims, a new benchmark for knowledge-aware claim detection in the
news domain. We redefine the claim detection problem to include extraction of
additional background attributes related to each claim and release 889 claims
annotated over 143 news …
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