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Improving Finite-State Spell-Checker Suggestions with Part of Speech N-Grams

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Title: Improving Finite-State Spell-Checker Suggestions with Part of Speech N-Grams
Author: Pirinen, Tommi; Silfverberg, Miikka; Linden, Krister
Citation: Pirinen , T , Silfverberg , M & Linden , K 2012 , ' Improving Finite-State Spell-Checker Suggestions with Part of Speech N-Grams ' , in Computational Linguistics and Intelligent Text Processing : 13th International Conference, CICLing 2012 .
Belongs to series: International Conference on Intelligent Text Processing and Computational Linguistics - Computational Linguistics and Intelligent Text Processing 13th International Conference, CICLing 2012
Abstract: In this paper we demonstrate a finite-state implementation of context-aware spell checking utilizing an N-gram based part of speech (POS) tagger to rerank the suggestions from a simple edit-distance based spell-checker. We demonstrate the benefits of context-aware spell-checking for English and Finnish and introduce modifications that are necessary to make traditional N-gram models work for morphologically more complex languages, such as Finnish.
Peer review status: Peer reviewed
URI: http://hdl.handle.net/10138/36213
Date: 2012-03-09

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