A New Dataset and Method for Automatically Grading ESOL Texts
Published in
Annual Meeting of the Association for Computati...(2011)External Links:
TL
TL;DR
It is demonstrated how supervised discriminative machine learning techniques can be used to automate the assessment of 'English as a Second or Other Language' (ESOL) examination scripts by using rank preference learning to explicitly model the grade relationships between scripts.