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Podcast: Arxiv Papers
Episode: [QA] Beyond Binary Rewards: Training LMs to Reason about Their Uncertainty
Description: The paper introduces RLCR, a reinforcement learning approach that enhances language model accuracy and confidence calibration, improving performance on question answering tasks without sacrificing accuracy.https://arxiv.org/abs//2507.16806YouTube: https://www.youtube.com/@ArxivPapersTikTok: https://www.tiktok.com/@arxiv_papersApple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers