Cross-Domain Fake News Classification via RoBERTa Fine-Tuning on Hybrid LIAR-FakeNewsNet Corpus with Deployable Web Inference
The rapid spread of misinformation on social media platforms escalates a serious threat to world socio-political stability, health and financial security. While current automated fake news detection models boast impressive accuracy scores, these are often due to memorisation of the training domain rather than genuine g...