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Some Grammatical Errors are Frequent, Others are Important

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arxiv 2205.05730 v1 pith:Z2MSSGFT submitted 2022-05-11 cs.CL cs.AIcs.CY

Some Grammatical Errors are Frequent, Others are Important

classification cs.CL cs.AIcs.CY
keywords errorerrorsgrammaticalimportantsomesystemstypesaffects
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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In Grammatical Error Correction, systems are evaluated by the number of errors they correct. However, no one has assessed whether all error types are equally important. We provide and apply a method to quantify the importance of different grammatical error types to humans. We show that some rare errors are considered disturbing while other common ones are not. This affects possible directions to improve both systems and their evaluation.

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