Temporal Sampling for Forgotten Reasoning in LLMs

from Arxiv Papers · host Igor Melnyk

The paper introduces "Temporal Forgetting," where LLMs lose previously learned problem-solving skills, and proposes "Temporal Sampling" to recover these abilities, enhancing reasoning performance without retraining. https://arxiv.org/abs//2505.20196 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers

Episode metadata supplied by the publisher feed · Published May 27, 2025

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Temporal Sampling for Forgotten Reasoning in LLMs

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