Paper Notes

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LLM & VLM

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Theory

文件夹: Papers/LLM--and--VLM/Theory

此文件夹下有6条笔记。

  • 2025年10月

    Transformers are Inherently Succinct

  • 2025年9月

    Why Language Models Hallucinate

  • 2025年7月

    Scaling Laws for Optimal Data Mixtures

  • 2025年7月

    Theoretical Foundations and Mitigation of Hallucination in Large Language Models

  • 2025年6月

    Demystifying Reasoning Dynamics with Mutual Information: Thinking Tokens are Information Peaks in LLM Reasoning

  • 2025年5月

    Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective


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