2 papers
cs.SE2020
Learning and Evaluating Contextual Embedding of Source Code
Aditya Kanade, Petros Maniatis, Gogul Balakrishnan +1
Recent research has achieved impressive results on understanding and improving source code by building up on machine-learning techniques developed for natural languages. A signific…
cs.PL2018
FrAngel: Component-Based Synthesis with Control Structures
Kensen Shi, Jacob Steinhardt, Percy Liang
In component-based program synthesis, the synthesizer generates a program given a library of components (functions). Existing component-based synthesizers have difficulty synthesiz…