Search Results - "Compton, Rhys"

Embedding Java Classes with code2vec: Improvements from Variable Obfuscation by Compton, Rhys, Frank, Eibe, Patros, Panos, Koay, Abigail

“…Automatic source code analysis in key areas of software engineering, such as code security, can benefit from Machine Learning (ML). However, many standard ML…”
Get full text

When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations by Compton, Rhys, Zhang, Lily, Puli, Aahlad, Ranganath, Rajesh

“…In machine learning, incorporating more data is often seen as a reliable strategy for improving model performance; this work challenges that notion by…”
Get full text

Embedding Java Classes with code2vec: Improvements from Variable Obfuscation by Compton, Rhys, Frank, Eibe, Patros, Panos, Koay, Abigail

“…Automatic source code analysis in key areas of software engineering, such as code security, can benefit from Machine Learning (ML). However, many standard ML…”
Get full text

MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System by Compton, Rhys, Valmianski, Ilya, Deng, Li, Huang, Costa, Katariya, Namit, Amatriain, Xavier, Kannan, Anitha

“…We present MEDCOD, a Medically-Accurate, Emotive, Diverse, and Controllable Dialog system with a unique approach to the natural language generator module…”
Get full text