17 citations · 17 across the 1 of their papers we have counts for
3 papers
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…
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…
TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks
Heng-Tze Cheng, Zakaria Haque, Lichan Hong +12
We present a framework for specifying, training, evaluating, and deploying machine learning models. Our focus is on simplifying cutting edge machine learning for practitioners in o…