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John B Carroll · 1964

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cs.CL 1

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2025 1

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CONDITIONAL 1

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UKTA: Unified Korean Text Analyzer

cs.CL · 2025-02-11 · conditional · novelty 5.0

Adding 294 essay-level lexical features to a KoBERT+BiGRU model raises Korean essay scoring accuracy from 0.649 to 0.657 and quadratic weighted kappa from 0.509 to 0.538 on the AI-HUB Essay Evaluation Dataset.

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  • UKTA: Unified Korean Text Analyzer cs.CL · 2025-02-11 · conditional · none · ref 2

    Adding 294 essay-level lexical features to a KoBERT+BiGRU model raises Korean essay scoring accuracy from 0.649 to 0.657 and quadratic weighted kappa from 0.509 to 0.538 on the AI-HUB Essay Evaluation Dataset.