miniF2F源于文章《miniF2F: a cross-system benchmark for formal Olympiad-level mathematics》,其摘要部分第一句就说明了该数据集的构成: We present miniF2F, a dataset of formal Olympiad-level mathematics problems statements intended to provide a unified cross-system benchmark for neural theorem proving. ...
known as AlphaGeometry in Nature this week. And unlike previous attempts their system can reach the top levels of human performance on geometry problems from the Maths Olympiad. But for the AI to solve these problems,...
8.1 AI for Mathematics: 认知科学视角 论文链接:https://mathai2023.github.io/papers/38.pdf 数学是人类种族开发和使用的最强大的概念系统之一。自动化数学家的梦想在人工智能(AI)的历史中占有一席之地。特别是大型语言模型(LLMs)的飞速进步重新点燃...
DeepMind’s AI predicts structures for a vast trove of proteins AI maths whiz creates tough new problems for humans to solve AI Copernicus ‘discovers’ that Earth orbits the Sun Abel Prize celebrates union of mathematics and computer science Mathematicians welcome computer-assisted proof in ‘...
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AI maths whiz creates tough new problems for humans to solve DeepMind AI invents faster algorithms to solve tough maths puzzles DeepMind’s AI helps untangle the mathematics of knots How will AI change mathematics? Rise of chatbots highlights discussion Developing brains switch maths strategies...
knots, but the suggestions given by the code were so unintuitive that they were initially dismissed. Only later were they discovered to offer invaluable insight. The work suggests AI may reveal new areas of mathematics where large data sets make problems too complex to be comprehended by humans....
论文链接:LLEMMA: An Open Language Model For Mathematics代码地址:EleutherAI/math-lm预训练数据集:EleutherAI/proof-pile-2作者单位: 文章提出了 LLEMMA,一个专注于数学领域的大型语言模型。通过在 Proof-Pile-2 上对 Code Llama 继续进行预训练,从而得到 LLEMMA。其中 Proof-Pile-2 是由科学论文、包含数学内...
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