DPOD: Domain-Specific Prompt Tuning for Multimodal Fake News Detection

arXiv:2311.16496v2 Announce Type: replace
Abstract: The spread of fake news using out-of-context images has become widespread and is a relevant problem in this era of information overload. Such out-of-context fake news may arise across different domains like politics, sports, entertainment, etc. In practical scenarios, an inherent problem of imbalance exists among news articles from such widely varying domains, resulting in a few domains with abundant data, while the rest containing very limited data. Under such circumstances, it is imperative to …

abstract arxiv become context cs.lg detection domain domains entertainment etc fake fake news images information multimodal overload politics practical prompt prompt tuning sports type