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Chenhao Ma

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  1. ResearcharXivWrote it

    Text-to-SQL Models Make Choices Without Saying So

    According to the abstract, Yichen Xu, Shipei Lin and Chenhao Ma introduce SpecBridge, which tests whether text-to-SQL models silently settle ambiguous requests, such as counting rows versus distinct entities. On 204 hand-validated tests, four models reported both readings for open requests in only 15 to 58% of cases where they could.