"By looking at different wrong answers generated by the LLM, we note that although our approach sometimes gives a high confidence score on a wrong answer genera

"By looking at different wrong answers generated by the LLM, we note that although our approach sometimes gives a high confidence score on a wrong answer generated by the LLM, at other times it shows desirable properties such as giving higher uncertainty scores to better answers, and giving low confidence score when LLM does not know the answer."