Brian Riordan

A Robust Microservice Architecture for Scaling Automated Scoring Applications

2018 · ETS Research Report Series

Abstract We present a microservice architecture for large‐scale automated scoring applications. Our architecture builds on the open‐source Apache Storm framework and facilitates the development of robust, scalable automated scoring applications that can easily be extended …

Investigating neural architectures for short answer scoring

2017

Neural approaches to automated essay scoring have recently shown state-of-theart performance. The automated essay scoring task typically involves a broad notion of writing quality that encompasses content, grammar, organization, and conventions. This differs from the …