|
--- |
|
license: |
|
- mit |
|
language: |
|
- de |
|
multilinguality: |
|
- monolingual |
|
size_categories: |
|
- 10M<n<100M |
|
task_categories: |
|
- sentence-similarity |
|
--- |
|
|
|
**This dataset card is still a draft version. The dataset has not been uploaded yet.** |
|
|
|
This is a record of German language paraphrases. These are text pairs that have the same meaning but are expressed in different words. |
|
The source of the paraphrases are different parallel German / English text corpora. |
|
The English texts were machine translated back into German. This is how the paraphrases were obtained. |
|
|
|
## Parallel text corpora used |
|
| Corpus name & link | Number of paraphrases | |
|
|-----------------------------------------------------------------------|----------------------:| |
|
| [OpenSubtitles](https://opus.nlpl.eu/OpenSubtitles-v2018.php) | 18,764,810 | |
|
| [WikiMatrix v1](https://opus.nlpl.eu/WikiMatrix-v1.php) | 1,569,231 | |
|
| [Tatoeba v2022-03-03](https://opus.nlpl.eu/Tatoeba-v2022-03-03.php) | 313,105 | |
|
| [TED2020 v1](https://opus.nlpl.eu/TED2020-v1.php) | 289,374 | |
|
| [News-Commentary v16](https://opus.nlpl.eu/News-Commentary-v16.php) | 285,722 | |
|
| [GlobalVoices v2018q4](https://opus.nlpl.eu/GlobalVoices-v2018q4.php) | 70,547 | |
|
| **sum** |. **21,292,789** | |
|
|
|
## To-do |
|
- add info how machine translation was done |
|
- add info about exact size (size per corpus) |
|
- add copyright info and citations of individual datasets |
|
- add column description |
|
- upload dataset |
|
|
|
## Citations & Acknowledgements |
|
|
|
### OpenSubtitles |
|
P. Lison and J. Tiedemann, 2016, [OpenSubtitles2016: Extracting Large Parallel Corpora from Movie and TV Subtitles](http://www.lrec-conf.org/proceedings/lrec2016/pdf/947_Paper.pdf). In Proceedings of the 10th International Conference on Language Resources and Evaluation (LREC 2016) - also see [http://www.opensubtitles.org/](http://www.opensubtitles.org/) |
|
|
|
### WikiMatrix v1 |
|
Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong and Paco Guzman, [WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia](https://arxiv.org/abs/1907.05791), arXiv, July 11 2019 |
|
|
|
### Tatoeba v2022-03-03 |
|
J. Tiedemann, 2012, [Parallel Data, Tools and Interfaces in OPUS](https://opus.nlpl.eu/Tatoeba-v2022-03-03.php). In Proceedings of the 8th International Conference on Language Resources and Evaluation (LREC 2012) |
|
|
|
## Licensing |
|
Copyright (c) 2022 Philip May, Deutsche Telekom AG |
|
|
|
Licensed under the **MIT License** (the "License"); you may not use this file except in compliance with the License. |
|
You may obtain a copy of the License by reviewing the file |
|
[LICENSE](https://huggingface.co/datasets/deutsche-telekom/ger-backtrans-paraphrase/blob/main/LICENSE) in the repository. |
|
|
