--- task_categories: - translation language: - af - am - ar - as - az - be - bg - bn - br - bs - ca - cs - cy - da - de - el - en - eo - es - et - eu - fa - fi - fr - fy - ga - gd - gl - ha - he - hi - hr - hu - hy - id - is - it - ja - jv - ka - kk - km - kn - ko - ku - ky - la - lo - lt - mg - mk - ml - mn - mr - ms - my - ne - nl - 'no' - om - or - pa - pl - ps - pt - ro - ru - sa - sd - si - sk - sl - so - sq - sr - su - sv - sw - ta - te - th - tl - tr - ug - uk - ur - uz - vi - xh - yi - zh --- # Collection of OPUS Corpus from https://opus.nlpl.eu has been collected. The following corpora have been included: - [UNPC](https://cms.unov.org/UNCorpus) - [GlobalVoices](https://globalvoices.org) - [TED2020](https://www.ted.com/participate/translate) - [News-Commentary](https://opus.nlpl.eu/News-Commentary/corpus/version/News-Commentary) - [WikiMatrix](https://github.com/facebookresearch/LASER/tree/main/tasks/WikiMatrix) - [Tatoeba](https://tatoeba.org/ko/) - [Europarl](http://www.statmt.org/europarl/) - [OpenSubtitles](http://www.opensubtitles.org/) 25,000 samples (randomly sampled within the first 100,000 samples) per language pair of each corpus were collected, with no modification of data. # Licenses ### OPUS ``` @inproceedings{tiedemann2012parallel, title={Parallel data, tools and interfaces in OPUS.}, author={Tiedemann, J{\"o}rg}, booktitle={Lrec}, volume={2012}, pages={2214--2218}, year={2012}, organization={Citeseer} } ``` ### Tatoeba CC BY 2.0 FR ### TED2020 CC BY–NC–ND 4.0 ``` @inproceedings{reimers-2020-multilingual-sentence-bert, title = "Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation", author = "Reimers, Nils and Gurevych, Iryna", booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing", month = "11", year = "2020", publisher = "Association for Computational Linguistics", url = "https://arxiv.org/abs/2004.09813", } ``` ### WikiMatrix ``` CC-BY-SA 4.0 @article{schwenk2019wikimatrix, title={Wikimatrix: Mining 135m parallel sentences in 1620 language pairs from wikipedia}, author={Schwenk, Holger and Chaudhary, Vishrav and Sun, Shuo and Gong, Hongyu and Guzm{\'a}n, Francisco}, journal={arXiv preprint arXiv:1907.05791}, year={2019} } ``` ### UNPC ``` @inproceedings{ziemski2016united, title={The united nations parallel corpus v1. 0}, author={Ziemski, Micha{\l} and Junczys-Dowmunt, Marcin and Pouliquen, Bruno}, booktitle={Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16)}, pages={3530--3534}, year={2016} } ```