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- W2001512570 abstract "This paper proposes a topic-independent method for automatically scoring essay content. Unlike conventional topic-dependent methods, it predicts the human-assigned score of a given essay without training essays written to the same topic as the target essay. To achieve this, this paper introduces a new measure called MIDF that measures how important and relevant a word is in a given essay. The proposed method predicts the score relying on the distribution of MIDF. Surprisingly, experiments show that the proposed method achieves an accuracy of 0.848 and performs as well as or even better than conventional topic-dependent methods." @default.
- W2001512570 created "2016-06-24" @default.
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- W2001512570 date "2010-01-01" @default.
- W2001512570 modified "2023-09-24" @default.
- W2001512570 title "A Topic-Independent Method for Scoring Student Essay Content" @default.
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- W2001512570 doi "https://doi.org/10.1587/transinf.e93.d.335" @default.
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