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Some of the unnatura] co-occurrence expressions consisting of a noun n, a case particle c, and a verb v (. We assume that averb ofunnatural co-occurrence (an error verb) tends to have an occurring environment similar to an appropriate verb (a possible correction of thc error verb). Based on this hypothesis, the method produces candidates for appropriate alternative verbs that are estimated to comprise natural co-occurre"ces with the portion of ]earners' co-eccurrenee input using statisticaldoi:10.15077/etr.kj00007561999 fatcat:bga744pch5cqbdsjkjagnjtgke