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• W3022297718 abstract "We present a simple document alignment method that incorporates sentence order information in both candidate generation and candidate re-scoring. Our method results in 61% relative reduction in error compared to the best previously published result on the WMT16 document alignment shared task. Our method improves downstream MT performance on web-scraped Sinhala--English documents from ParaCrawl, outperforming the document alignment method used in the most recent ParaCrawl release. It also outperforms a comparable corpora method which uses the same multilingual embeddings, demonstrating that exploiting sentence order is beneficial even if the end goal is sentence-level bitext." @default.
• W3022297718 created "2020-05-13" @default.
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• W3022297718 date "2020-04-30" @default.
• W3022297718 modified "2023-09-28" @default.
• W3022297718 title "Exploiting Sentence Order in Document Alignment" @default.
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• W3022297718 hasPublicationYear "2020" @default.
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