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DRR
2003

98views Document Analysis» more DRR 2003»

Information retrieval for OCR documents: a content-based probabilistic correction model

14 years 11 months ago

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The difficulty with information retrieval for OCR documents lies in the fact that OCR documents comprise of a significant amount of erroneous words and unfortunately most informat...

Rong Jin, ChengXiang Zhai, Alexander G. Hauptmann

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SIGIR
2005
ACM

154views Information Technology» more SIGIR 2005»

Linear discriminant model for information retrieval

15 years 3 months ago

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This paper presents a new discriminative model for information retrieval (IR), referred to as linear discriminant model (LDM), which provides a flexible framework to incorporate a...

Jianfeng Gao, Haoliang Qi, Xinsong Xia, Jian-Yun N...

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SIGIR
1999
ACM

108views Information Technology» more SIGIR 1999»

Information Retrieval as Statistical Translation

15 years 1 months ago

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We propose a new probabilistic approach to information retrieval based upon the ideas and methods of statistical machine translation. The central ingredient in this approach is a ...

Adam L. Berger, John D. Lafferty

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IPM
2000

54views more IPM 2000»

A probabilistic model of information retrieval: development and comparative experiments - Part 2

14 years 9 months ago