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Information retrieval as statistical translationby: Adam Berger, John Lafferty
In SIGIR '99: Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval (1999), pp. 222-229.
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Notes for this articleDescribes how the process of statistical translation can be applied considering the translation between a document and a query.
An artificial query is created first from the document according to tf/idf of its word (sampling a small set of words according to their tf/idf score in the doc). Then, words from the document are considered to be "translated into" this artificial query terms.
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