Multimodal Fact-Checking with RED-DOT: Relevant Evidence Detection

The author introduces the "Relevant Evidence Detection" module in the study to discern relevant evidence for fact-checking, leading to significant improvements in accuracy. The main thesis is that by distinguishing between relevant and irrelevant evidence, the RED-DOT model enhances veracity assessment.