most citedLearning to Lie: Reinforcement Learning Attacks Damage Human-AI Teams and Teams of LLMs

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cs.CL2026

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

Mehak Dhaliwal, Rasta Tadayon, Andong Hua +2

LLMs can perform language-based quantitative prediction from unstructured inputs, but remain susceptible to hallucinations and overconfident errors, making it critical to know not…