I work on program synthesis. Currently a research scientist at Google Brain, formerly a trader. Papers here: http:// scholar.google.com/citations?user

augustus odena on Twitter: "New paper! https://t.co/4oiC9A9SuI We use big language models to synthesize computer programs, execute programs, solve math problems, and dialog with humans to iteratively refine code. The models can solve 60% and 81% of the programming and math problems, respectively. A thread:… https://t.co/BmD9652rTa"

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2021-08-18 01:30:02

I work on program synthesis. Currently a research scientist at Google Brain, formerly a trader. Papers here: http:// scholar.google.com/citations?user   …

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New paper! https:// arxiv.org/abs/2108.07732   We use big language models to synthesize computer programs, execute programs, solve math problems, and dialog with humans to iteratively refine code. The models can solve 60% and 81% of the programming and math problems, respectively. A thread:pic.twitter.com/EDGQDVyzrq

First, we evaluate models from 244M to 137B params on a new data-set we created https:// github.com/google-researc h/google-research/tree/master/mbpp   … . Number of problems solved scales pretty cleanly with model-size.pic.twitter.com/AnZQd47e4L

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