NO-GROUND TRUTH SHORT ANSWER SCORING
    2.
    发明申请

    公开(公告)号:US20200020243A1

    公开(公告)日:2020-01-16

    申请号:US16031062

    申请日:2018-07-10

    Abstract: Systems, methods, and computer-readable media are described for determining a score for a target student answer using unlabeled data. The target answer is provided by a student to a question for which there is no ground-truth answer data. A set of student answers serves as a set of pseudo-reference answers and a classifier is used to score each answer based on each other answer. In this manner, each student answer serves as a pseudo-reference answer for each other student answer. A clustering approach can also be employed to cluster a set of student answers into clusters. The centroids of the clusters can then serve as the set of pseudo-reference answers. Clustering improves the robustness and efficiency of the score determined for a target student answer.

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