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