ATOP uses shared and topic-specific soft prompts with adversarial training and pseudo-labels to improve cross-topic automated essay scoring, reporting better QWK scores than nine baselines on ASAP++.
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Adversarial Topic-aware Prompt-tuning for Cross-topic Automated Essay Scoring
ATOP uses shared and topic-specific soft prompts with adversarial training and pseudo-labels to improve cross-topic automated essay scoring, reporting better QWK scores than nine baselines on ASAP++.