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license: cc-by-4.0
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---
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license: cc-by-4.0
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---
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# OJ4OCRMT: A Large Multilingual Dataset for OCR-MT Evaluation
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Paul McNamee, Kevin Duh, Cameron Carpenter, Ron Colaianni, Nolan King, and Kenton Murray. *Proceedings of Machine Translation Summit XX, Vol. 1: Research Track* June 23-27, 2025, Geneva, Switzerland.
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The OJ4OCRMT dataset contains source PDF files, rendered images in
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three resolutions, and text files (both raw extractions, and
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sentence-boundary split files). There are two partitions, 'dev'
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and 'test'. Each contains over 1,000 pages of content, with
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the PDFs, PNGs, and text files available in 23 EU languages.
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The dataset is designed to support evaluating systems for translation
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of document images between any pair of 23 European languages.
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The dev partition contains 1,656 pages from 2022. Of these 1,412
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(85%) are deemed regular; 193 (12%) contain a table; and, 51 (3%)
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contain a 'figure'. The test partition contains 1,119 pages, all from
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2023. 979 (87%) are regular; 98 (9%) contain a table; and, 42 (4%)
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contain a 'figure'. Note, all 2,772 pages have translations in all 23
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languages. The languages are: Bulgarian, Croatian, Czech, Danish,
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Dutch, English, Estonian, Finnish, French, German, Greek, Hungarian,
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Italian, Latvian, Lithuanian, Maltese, Polish, Portuguese, Romanian,
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Slovak, Slovene, Spanish, and Swedish. See the published paper for
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details about the dataset.
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Each page is identified by a document identifier and a page number.
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For example, OJ:C:2022:240 is a document identifier. And page 22 of
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that document is available in the dev set. At the time of publication
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this URL gives access to that page online:
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https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=OJ:C:2022:240:FULL#page=22
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For the page identified above, the released dataset contains:
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- (a) raw: text obtained from the 'pdftotext' command
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dev/OJ:C:2022:240/raw/OJ:C:2022:240:FULL.en.p-22.txt
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- (b) sbd: normalized text obtained by cleaning the raw text and performing sentence splitting
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dev/OJ:C:2022:240/sbd/OJ:C:2022:240:FULL.en.p-22.txt
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- (c) png72: a PNG image file at 72 dpi resolution
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dev/OJ:C:2022:240/png72/OJ:C:2022:240:FULL.en.p-22.png
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- (d) png150: a PNG image file at 150 dpi resolution
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dev/OJ:C:2022:240/png150/OJ:C:2022:240:FULL.en.p-22.png
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- (e) png300: a PNG image file at 300 dpi resolution
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dev/OJ:C:2022:240/png300/OJ:C:2022:240:FULL.en.p-22.png
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- (f) pdf: a PDF file obtained from the EUR-Lex online portal and using 'pdfseparate'
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dev/OJ:C:2022:240/pdf/OJ:C:2022:240:FULL.en.p-22.pdf
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Splits for the partitions are in TSV format with two-columns:
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docid [tab] page
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The eight split files are named {dev,test}.{all,regular,table.figure}.txt
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*Initial release: 6/16/2025*
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