Context-aware Representation Learning for Code Analysis

Project

Context-aware Representation Learning for Code Analysis

Principal Investigator

School of Information Technology and Electrical Engineering (ITEE), University of Queensland

Oracle Principal Investigator

Cristina Cifuentes, Senior Director of Research & Development, Oracle Labs Australia
Mahin Chandramohan, Principal Researcher

Summary

This project conducts a more comprehensive study on representation learning for code and develops novel machine learning algorithms to represent code, in a way that is well suited for various machine learning tasks in software engineering, combining both textual representations and various semantic and structural information.