Measuring Contextual Fitness Using Error Contexts Extracted from the Wikipedia Revision History
EACL 2012
Pages: 529 - 538
Published: Apr 23, 2012
Abstract
We evaluate measures of contextual fitness on the task of detecting real-word spelling errors. For that purpose, we extract naturally occurring errors and their contexts from the Wikipedia revision history. We show that such natural errors are better suited for evaluation than the previously used artificially created errors. In particular, the precision of statistical methods has been largely over-estimated, while the precision of...
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Notes
History