Advances in Natural Language Processing: 7th International by Jan Hajič (auth.), Hrafn Loftsson, Eiríkur Rögnvaldsson,

By Jan Hajič (auth.), Hrafn Loftsson, Eiríkur Rögnvaldsson, Sigrún Helgadóttir (eds.)

This publication constitutes the court cases of the seventh overseas convention on Advances in normal Language Processing held in Reykjavik, Iceland, in August 2010.

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Extra info for Advances in Natural Language Processing: 7th International Conference on NLP, IceTAL 2010, Reykjavik, Iceland, August 16-18, 2010

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The main difficulty when working with such languages is the lack of resources. 0. As a consequence, we decided to choose as the starting point a corpus-based method to carry out the experiments. Nonetheless, we also used a knowledge-based approach to refine the distractor selection task (cf. 2). The system uses context-words to compute the similarity deploying Latent Semantic Analysis (LSA). LSA is a theory and method for extracting and representing the meaning of words [8]. It has shown encouraging results in a number of NLP tasks such as Information Retrieval [9,10] and Word Sense Disambiguation [11].

In our proposal, we use Natural Language Processing (NLP) techniques to construct MCQs integrated in didactic resources. There are different NLP-based approaches which have proved that the automatic generation of multiple-choice questions is viable. Some of them focus on testing grammar knowledge for different languages, such as English [1] or Basque [2]. Others apply semantic features in order to test general English knowledge [3], [4] or knowledge of specific domains [5]. e. science domain. The target language is Basque.

References 1. : Assisting cloze test making with a web application. , pp. 2807–2814 (2007) 38 I. Aldabe and M. Maritxalar 2. : ArikIturri: An Automatic Question Generator Based on Corpora and NLP Techniques. -W. ) ITS 2006. LNCS, vol. 4053, pp. 584–594. Springer, Heidelberg (2006) 3. : Measuring Non-native Speakers’ Proficiency of English by Using a Test with Automatically-Generated Fill-in-the-Blank Questions. In: 2nd Workshop on Building Educational Applications Using NLP (2005) 4. : A Selection Strategy to Improve Cloze Question Quality.

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