Arxiv Papers

Igor Melnyk
  • 5,0 (3)
  • НАУКА
  • ЕЖЕДНЕВНО
Arxiv Papers

Running out of time to catch up with new arXiv papers? We take the most impactful papers and present them as convenient podcasts. If you're a visual learner, we offer these papers in an engaging video format. Our service fills the gap between overly brief paper summaries and time-consuming full paper reads. You gain academic insights in a time-efficient, digestible format. Code behind this work: https://github.com/imelnyk/ArxivPapers

  1. -19 МИН

    [QA] ULTRAIF: Advancing Instruction Following from the Wild

    The paper presents ULTRAIF, a method for enhancing LLMs' ability to follow complex instructions using open-source data, achieving competitive performance on instruction-following benchmarks. https://arxiv.org/abs//2502.04153 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

    8 мин.

  2. -20 МИН

    ULTRAIF: Advancing Instruction Following from the Wild

    The paper presents ULTRAIF, a method for enhancing LLMs' ability to follow complex instructions using open-source data, achieving competitive performance on instruction-following benchmarks. https://arxiv.org/abs//2502.04153 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

    19 мин.

  3. -23 МИН

    [QA] Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

    This paper presents a method to map feature evolution in large language models, enhancing interpretability and enabling targeted control of model behavior through cross-layer feature analysis. https://arxiv.org/abs//2502.03032 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

    8 мин.

  4. -24 МИН

    Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

    This paper presents a method to map feature evolution in large language models, enhancing interpretability and enabling targeted control of model behavior through cross-layer feature analysis. https://arxiv.org/abs//2502.03032 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

    19 мин.

  5. -1 ДН.

    [QA] Examining Two Hop Reasoning Through Information Content Scaling

    This study investigates transformers' inconsistent performance on two-hop questions, revealing that capacity scaling and generalization affect their ability to learn and answer these complex queries effectively. https://arxiv.org/abs//2502.03490 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

    8 мин.

  6. -1 ДН.

    Examining Two Hop Reasoning Through Information Content Scaling

    This study investigates transformers' inconsistent performance on two-hop questions, revealing that capacity scaling and generalization affect their ability to learn and answer these complex queries effectively. https://arxiv.org/abs//2502.03490 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

    16 мин.

  7. -1 ДН.

    [QA] Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2

    https://arxiv.org/abs//2502.03544 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

    8 мин.

  8. -1 ДН.

    Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2

    https://arxiv.org/abs//2502.03544 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

    24 мин.
См. все (1,9 тыс.)

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5
из 5
Оценок: 3

Об этом подкасте

Running out of time to catch up with new arXiv papers? We take the most impactful papers and present them as convenient podcasts. If you're a visual learner, we offer these papers in an engaging video format. Our service fills the gap between overly brief paper summaries and time-consuming full paper reads. You gain academic insights in a time-efficient, digestible format. Code behind this work: https://github.com/imelnyk/ArxivPapers

Информация

  • Автор
    Igor Melnyk
  • Годы выхода
    2023 - 2025
  • Выпуски
    1,9 тыс.
  • Ограничения
    Без ненормативной лексики
  • Авторские права
    © Igor Melnyk
  • Сайт подкаста
    Arxiv Papers

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