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A query speller is crucial to search en- gine in improving web search relevance. This paper describes novel methods for use of distributional similarity estimated from query logs in learning …...

This paper explores the use of clickthrough data for query spelling correction. First, large amounts of query-correction pairs are derived by analyzing users' query reformulation behavior encoded in the clickthrough …...