Autoregressive Score Generation for Multi-trait Essay Scoring (ArTS)

This repository is the implementation of the ArTS architecture, introduced in the paper, Autoregressive Score Generation for Multi-trait Essay Scoring (EACL Findings 2024).

Package Requirements

We conducted experiments in the environment below, but the same version may not be required.

• python '3.8.0'
• pytorch '2.0.1+cu118'
• numpy '1.23.5'
• wandb '0.15.12'
• pandas '2.0.3'
• transformers '4.31.0'
• datasets '2.11.0'
• scikit-learn '1.2.2'

The Codes Will Be Uploaded Soon ...