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Academic Paper


Title: A Computer-aided Environment for Generating Multiple-choice Test Items
Author: Ruslan Mitkov
Institution: Bulgarian Academy of Sciences
Author: Le An Ha
Institution: University of Wolverhampton
Author: Nikiforos Karamanis
Email: click here TO access email
Homepage: http://www.cl.cam.ac.uk/~nk304/
Institution: University of Cambridge
Linguistic Field: Computational Linguistics
Abstract: This paper describes a novel computer-aided procedure for generating multiple-choice test items from electronic documents. In addition to employing various Natural Language Processing techniques, including shallow parsing, automatic term extraction, sentence transformation and computing of semantic distance, the system makes use of language resources such as corpora and ontologies. It identifies important concepts in the text and generates questions about these concepts as well as multiple-choice distractors, offering the user the option to post-edit the test items by means of a user-friendly interface. In assisting test developers to produce items in a fast and expedient manner without compromising quality, the tool saves both time and production costs.

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This article appears IN Natural Language Engineering Vol. 12, Issue 2, which you can READ on Cambridge's site or on LINGUIST .



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