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- W2130100766 abstract "This paper describes experiments with transliteration of out- of-vocabulary English terms into Bengali to improve the effectiveness of English-Bengali Cross-L anguage Information Retrieval. We use a statistical translation model as a basis for transliteration, and present evaluatio n results on the FIRE 2011 RISOT Bengali test collection. I ncorporating transliteration is shown to substantially and statistically significantly improve Mean Average Precision for both the text and OCR conditions. Learning a distortion model for OCR errors and then using that model to improve recall is also shown to yield a further substantial and statistically significant improvement for the OCR condition." @default.
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- W2130100766 date "2012-12-01" @default.
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- W2130100766 title "Leveraging Statistical Transliteration for Dictionary-Based English-Bengali CLIR of OCR'd Text" @default.
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