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cs.CL2022★ 1 cited
Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training
Xia Zeng, Arkaitz Zubiaga
To mitigate the impact of the scarcity of labelled data on fact-checking systems, we focus on few-shot claim verification. Despite recent work on few-shot classification by proposi…
cs.CL2022★ 1 cited
Aggregating Pairwise Semantic Differences for Few-Shot Claim Veracity Classification
Xia Zeng, Arkaitz Zubiaga
As part of an automated fact-checking pipeline, the claim veracity classification task consists in determining if a claim is supported by an associated piece of evidence. The compl…