2 papers
cs.LG2018
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
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…