Andrea Horbach

Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays

2025

Students' argumentative writing benefits from receiving automated feedback, particularly throughout the writing process.Argument Mining (AM) technology shows promise for delivering automated feedback on argumentative structures; however, existing systems are frequently trained on completed essays.Although they …

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 …