67 citations · 147 across the 11 of their papers we have counts for
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cs.CL2022★ 3 cited
Natural Language to Code Generation in Interactive Data Science Notebooks
Pengcheng Yin, Wen-Ding Li, Kefan Xiao +9
Computational notebooks, such as Jupyter notebooks, are interactive computing environments that are ubiquitous among data scientists to perform data wrangling and analytic tasks. T…
cs.SE2022★ 5 cited
Toward Trustworthy Neural Program Synthesis
Darren Key, Wen-Ding Li, Kevin Ellis
We develop an approach to estimate the probability that a program sampled from a large language model is correct. Given a natural language description of a programming problem, our…