Is context attribution all you need to attain generalizability in non-fine-tuned transformer? A Framework for Fake News Detection in Cross dataset Evaluation Settings
Published in ICLR Reliable and Responsible Foundation Models Workshop, 2024
Recommended citation: TBD http://stepantita.github.io/files/CAM_Framework.pdf
We propose a novel method of context attribution for the transformer model that proves to be more efficient and generalizable. We show that in an example of a fake news detection task, utilizing three distinct datasets and outperforming the baseline model in both the same dataset and cross-dataset zero-shot test.
Recommended citation: TBD