DSGram is a reference-free GEC evaluation metric that dynamically weights Semantic Coherence, Edit Level, and Fluency using LLM-generated AHP weights, and reports improved correlation with human judgments on the SEEDA benchmark.
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DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models
DSGram is a reference-free GEC evaluation metric that dynamically weights Semantic Coherence, Edit Level, and Fluency using LLM-generated AHP weights, and reports improved correlation with human judgments on the SEEDA benchmark.