LLM confidence is less sensitive to task difficulty than human confidence and bends to persona stereotypes, and separating confidence prompts from answer prompts (AFCE) improves calibration on hard tasks.
Read the question, estimate how many questions you can answer correctly (choose a number from 0-10)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs
LLM confidence is less sensitive to task difficulty than human confidence and bends to persona stereotypes, and separating confidence prompts from answer prompts (AFCE) improves calibration on hard tasks.