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Parallel corpora from Web Crawls collected in the gourmet project and further processed for making it a multi-parallel corpus by pivoting via English.

14 languages, 13 bitexts
total number of files: 32
total number of tokens: 159.93M
total number of sentence fragments: 5.23M

Please, acknowledge the gourmet project at https://gourmet-project.eu. This version is derived from the original release at their website adjusted for redistribution via the OPUS corpus collection. Please, acknowledge OPUS as well for this service.


Below you can download data files for all language pairs in different formats and with different kind of annotation (if available). You can click on the various links as explained below. In addition to the files shown on this webpage, OPUS also provides pre-compiled word alignments and phrase tables, bilingual dictionaries, frequency counts, and these files can be found through the resources search form on the top-level website of OPUS.

License: Creative Commons CC0 license
Copyright: All content is made publicly available through a Creative Commons CC0 license.

The data is released under the Creative Commons CC0 license ("no rights reserved")

Release history:

Bottom-left triangle: download files
  • ces = sentence alignments in XCES format
  • leftmost column language IDs = tokenized corpus files in XML
  • TMX and plain text files (Moses): see "Statistics" below
  • lower row language IDs = parsed corpus files (if they exist)
Upper-right triangle: sample files
  • view = bilingual XML file samples
  • upper row language IDs = monolingual XML file samples
  • rightmost column language IDs = untokenized corpus files

am en ha hbs ig ky mk my ps ru sr sw tr yo
am viewam
en ces viewviewviewviewviewviewviewviewviewviewviewen
ha ces ha
hbs ces hbs
ig ces ig
ky ces viewky
mk ces mk
my ces my
ps ces ps
ru ces ru
sr ces sr
sw ces sw
tr ces tr
yo ces yo
am en ha hbs ig ky mk my ps ru sr sw tr yo

Statistics and TMX/Moses Downloads

Number of files, tokens, and sentences per language (including non-parallel ones if they exist)
Number of sentence alignment units per language pair

Upper-right triangle: download translation memory files (TMX)
Bottom-left triangle: download plain text files (MOSES/GIZA++)
Language ID's, first row: monolingual plain text files (tokenized)
Language ID's, first column: monolingual plain text files (untokenized)

language files tokens sentencesam en ha hbs ig ky mk my ps ru sr sw tr yo
am 1 0.9M 58.1k57.8k
en 15 83.5M 2.6M57.8k 19.9k 0.4M 30.0k 14.5k 60.7k 1.0k 36.5k 0.3M 0.1M 0.8M 0.1k
ha 1 0.5M 22.4k19.9k
hbs 1 10.2M 0.4M0.4M
ig 1 0.7M 31.4k30.0k
ky 2 0.5M 38.6k14.5k 23.0k
mk 1 2.2M 86.3k71.5k
my 1 27.6k 1.0k1.0k
ps 1 0.8M 46.0k46.0k
ru 1 0.4M 23.8k23.0k
sr 1 10.6M 0.4M0.3M
sw 1 3.5M 0.2M0.2M
tr 4 46.0M 1.4M1.3M
yo 1 1.3k 0.1k0.1k

Note that TMX files only contain unique translation units and, therefore, the number of aligned units is smaller than for the distributions in Moses and XML format. Moses downloads include all non-empty alignment units including duplicates. Token counts for each language also include duplicate sentences and documents.


Notice and take down policy

Notice: Should you consider that our data contains material that is owned by you and should therefore not be reproduced here, please: Take down: We will comply to legitimate requests by removing the affected sources from the next release of the corpus.