Fact Checking Datasets
material
ID: factcheckingdatasets
Related Papers
Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation
AbstractMisinformation emerges in times of uncertainty when credible information is limited. This is challenging for NLP-based fact-checking as it relies on counter-evidence, which may not yet be available. Despite increasing …...
Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training
AbstractTo 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 proposing advanced language models, …...
Fact-Checking Complex Claims with Program-Guided Reasoning
AbstractFact-checking real-world claims often requires collecting multiple pieces of evidence and applying complex multi-step reasoning. In this paper, we present Program-Guided Fact-Checking (ProgramFC), a novel fact-checking model that decomposes complex …...