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Podcast: Arxiv Papers
Episode: [QA] A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility
Description: This study critiques current mathematical reasoning benchmarks for language models, highlighting sensitivity to implementation choices and proposing a standardized evaluation framework to improve transparency and reproducibility.https://arxiv.org/abs//2504.07086YouTube: 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