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20162025
most citedTensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks

17 citations · 56 across the 6 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.LG2018★ 8 cited

NAPS: Natural Program Synthesis Dataset

Maksym Zavershynskyi, Alex Skidanov, Illia Polosukhin

We present a program synthesis-oriented dataset consisting of human written problem statements and solutions for these problems. The problem statements were collected via crowdsour…

cs.AI2018★ 16 cited

Neural Program Search: Solving Programming Tasks from Description and Examples

Illia Polosukhin, Alexander Skidanov

We present a Neural Program Search, an algorithm to generate programs from natural language description and a small number of input/output examples. The algorithm combines methods…