From Critic to Confidence: PPO for Language-Based Quantitative Prediction with Confidence Estimation

The proposed CARE-PPO framework integrates uncertainty estimation into reinforcement learning fine-tuning to reduce hallucinations and improve confidence in language-based quantitative predictions.

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