
Introducing the "Relevant Evidence Detection" module in RED-DOT significantly improves fact-checking accuracy by discerning relevant evidence.


coremsg

red-dot-multimodal-fact-checking-with-relevant-evidence-detection


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


title_rewrite


MMIDR proposes a framework to teach LLMs to interpret multimodal misinformation effectively.


teaching-large-language-model-to-interpret-multimodal-misinformation-via-knowledge-distillation


Teaching Large Language Model to Interpret Multimodal Misinformation via Knowledge Distillation



A novel logic-based neural model for multimodal misinformation detection that integrates interpretable logic clauses to express the reasoning process.


interpretable-multimodal-misinformation-detection-using-logic-reasoning


Interpretable Multimodal Misinformation Detection Using Logic Reasoning
