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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'

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