The Confidence Paradox: Can LLM Know When It's Wrong

Sahil Tripathi, Md Tabrez Nafis, Imran Hussain +1

Document Visual Question Answering (DocVQA) models often produce overconfident or ethically misaligned responses, especially under uncertainty. Existing models like LayoutLMv3, UDO…