Question classification for polish question answering

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Abstract

This paper deals with a problem of question type classification for Polish Question Answering (QA). The goal of this task is to determine both a general type and a class of an entity which is expected as an answer. Three types of approaches: pattern matching, WordNet-aided focus analysis and machine learning are presented and evaluated using a test set of 1137 manually classified questions from a Polish quiz TV show. Quantitative results supported with an analysis of error sources help to find possible improvements. © 2013 Springer-Verlag Berlin Heidelberg.

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Przybyła, P. (2013). Question classification for polish question answering. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7912 LNCS, pp. 50–56). https://doi.org/10.1007/978-3-642-38634-3_7

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