AI RESEARCH
Scoring Edit Impact in Grammatical Error Correction via Embedded Association Graphs
arXiv CS.CL
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ArXi:2604.06573v1 Announce Type: new A Grammatical Error Correction (GEC) system produces a sequence of edits to correct an erroneous sentence. The quality of these edits is typically evaluated against human annotations. However, a sentence may admit multiple valid corrections, and existing evaluation settings do not fully accommodate diverse application scenarios. Recent meta-evaluation approaches rely on human judgments across multiple references, but they are difficult to scale to large datasets.