PMAES-Cross prompt AES

Code for Paper "PMAES: Prompt-mapping Contrastive Learning for Cross-prompt Automated Essay Scoring"

ACL2023, Pages: 1489–1503

Yuan Chen, Xia Li

Model

Requirements

• python==3.8
• torch==1.7.0+cu110
• tensorflow==2.5.0

Datasets

ASAP and ASAP++ dataset in ./data (which are copy from CTS).

Usage

Training

bash train.sh

Credits

The code in this repository is based on CTS.

Citation

@inproceedings{Chen2023PMAES,
    title = {PMAES: Prompt-mapping Contrastive Learning for Cross-prompt Automated Essay Scoring},
    author = {Yuan, Chen and Xia, Li},
    year = {2023},
    booktitle={Proceedings of the 61th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
}