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  • Iddo Drori, Sarah Zhang, Reece Shuttlewo...
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    Aug 2nd, 2022
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    journalArticle
    Iddo Drori, Sarah Zhang, Reece Shuttlewo...
    Aug 2nd, 2022

    We demonstrate that a neural network pretrained on text and fine-tuned on code solves mathematics course problems, explains solutions, and generates questions at a human level. We automatically synthesize programs using few-shot learning and OpenAI’s Codex transformer and execute them to solve course problems at 81% automatic accuracy. We curate a dataset of questions from Massachusetts Institute of Technology (MIT)’s largest mathematics courses (Single Variable and Multivariable Calculus,...

Last update from database: 29/10/2025, 20:15 (UTC)
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