34 citations · 92 across the 7 of their papers we have counts for
3 papers · 1 filter
SpreadsheetCoder: Formula Prediction from Semi-structured Context
Xinyun Chen, Petros Maniatis, Rishabh Singh +4
Spreadsheet formula prediction has been an important program synthesis problem with many real-world applications. Previous works typically utilize input-output examples as the spec…
SCELMo: Source Code Embeddings from Language Models
Rafael - Michael Karampatsis, Charles Sutton
Continuous embeddings of tokens in computer programs have been used to support a variety of software development tools, including readability, code search, and program repair. Cont…
Big Code != Big Vocabulary: Open-Vocabulary Models for Source Code
Rafael-Michael Karampatsis, Hlib Babii, Romain Robbes +2
Statistical language modeling techniques have successfully been applied to large source code corpora, yielding a variety of new software development tools, such as tools for code s…