overconfidence

4 papers

• ConfTuner: Training Large Language Models to Express Their Confidence Verbally
• MaxSup: Overcoming Representation Collapse in Label Smoothing
• MaxSup: Overcoming Representation Collapse in Label Smoothing
• Self Iterative Label Refinement via Robust Unlabeled Learning