Swear Word Detection and Unknown Word Classification for Automatic English Writing Assessment


KIPS Transactions on Software and Data Engineering, Vol. 3, No. 9, pp. 381-388, Sep. 2014
10.3745/KTSDE.2014.3.9.381,   PDF Download:

Abstract

In this paper, we deal with implementation issues of an unknown word classifier for middle-school level English writing test. We define the type of unknown words occurred in English text and discuss the detection process for unknown words. Also, we define the type of swear words occurred in students``s English writings, and suggest how to handle this type of words. We implement an unknown word classifier with a swear detection module for developing an automatic English writing scoring system. By experiments with actual test data, we evaluate the accuracy of the unknown word classifier as well as the swear detection module.


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Cite this article
[IEEE Style]
G. H. Lee, S. G. Kim, K. J. Lee, "Swear Word Detection and Unknown Word Classification for Automatic English Writing Assessment," KIPS Transactions on Software and Data Engineering, vol. 3, no. 9, pp. 381-388, 2014. DOI: 10.3745/KTSDE.2014.3.9.381.

[ACM Style]
Gyoung Ho Lee, Sung Gwon Kim, and Kong Joo Lee. 2014. Swear Word Detection and Unknown Word Classification for Automatic English Writing Assessment. KIPS Transactions on Software and Data Engineering, 3, 9, (2014), 381-388. DOI: 10.3745/KTSDE.2014.3.9.381.