Error-Supervised Synthetic Learner Writing for Automated Essay Scoring

arXiv:2609.23573 · cs.CL · Submitted 2026-09-20 · Read on arXiv

cs.CL

Submitted: 2026-09-20

Updated: 2026-09-20

Comments: 17 pages, 1 figure, 9 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Fine-Tuning — 12× in this paper · explained in 5 episodes
Accuracy — 7× in this paper · explained in 1 episode
Automated Essay Scoring — 7× in this paper
Data Augmentation — 4× in this paper · explained in 7 episodes
Grammatical Error Detection — 4× in this paper
Adaptation — 3× in this paper · explained in 1 episode
Transformer — 3× in this paper · explained in 2 episodes
Error Taxonomy — 2× in this paper · explained in 2 episodes
Quantization — 2× in this paper · explained in 12 episodes
Synthetic Data Generation — 2× in this paper · explained in 5 episodes
Embeddings — 1× in this paper · explained in 2 episodes
In-Context Learning — 1× in this paper · explained in 4 episodes
Jensen–Shannon Divergence (JSD) — 1× in this paper · explained in 2 episodes
Mean Absolute Error — 1× in this paper
Parameter-Efficient Fine-Tuning — 1× in this paper · explained in 2 episodes
Quadratic Weighted Kappa — 1× in this paper
Robustness — 1× in this paper · explained in 5 episodes
Transfer Learning — 1× in this paper · explained in 10 episodes
Verifiable Rewards — 1× in this paper · explained in 2 episodes

Sources

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