To Answer or to Abstain: Mitigating Search-Agent Hallucinations via Abstention-Aware Reinforcement Learning

Researchers have developed an abstention-aware reinforcement learning approach to reduce hallucinations in search-augmented LLMs by penalizing incorrect answers when retrieval fails.

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