Automatic Essay Scoring with Discourse Aware Neural Models

I worked on incorporating discourse structure, an important aspect of essay scoring, into neural models. Details can be found in the paper “Automated Essay Scoring with Discourse Aware Neural Models” F. Nadeem, H. Nguyen, Y. Liu and M. Ostendorf, Proceedings of the 14th Workshop on Innovative Use of NLP for Building Educational Applications at ACL 2019.

Pretrained models for AES can be downloaded here, and can be used with the notebooks at https://github.com/Farahn/AES.