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http://hdl.handle.net/2183/150 Regional versus global finite-state error repair
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Proceedings of the Sixth International Conference on Computational Linguistics and Intelligent Text Processing (CICLING-2005), Ciudad de Méjico (Méjico). Published in Lecture Notes in Computer Science, vol. 3406, pp.120-131. Springer Verlag. Gelbukh, A. (ed.).
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[Abstract] We focus on the domain of a regional least-cost strategy in order to illustrate the viability of non-global repair models over finitestate architectures. Our interest is justified by the difficulty, shared by all repair proposals, to determine how far to validate. A short validation may fail to gather sufficient information, and in a long one most of the effort can be wasted. The goal is to prove that our approach can provide, in practice, a performance and quality comparable to that attained by global criteria, with a significant saving in time and space. To the best of our knowledge, this is the first discussion of its kind.