diff options
| author | TharinduDR <rhtdranasinghe@gmail.com> | 2020-06-08 18:15:32 +0300 |
|---|---|---|
| committer | TharinduDR <rhtdranasinghe@gmail.com> | 2020-06-08 18:15:32 +0300 |
| commit | c0f15ae3c54b998dc3c4066a0496c4edf02588f1 (patch) | |
| tree | 4b087c5e8c0a4a88019c96650f086f574b9aec59 /README.md | |
| parent | 15f803b966a2590bd5a15e5104f57c51e65d828c (diff) | |
020: Updating documents
Diffstat (limited to 'README.md')
| -rw-r--r-- | README.md | 67 |
1 files changed, 34 insertions, 33 deletions
@@ -29,7 +29,7 @@ pip install transquest ``` ## Minimal Start -Once TransQuest is properly installed you can train your own models using the following scripts easily. +Once TransQuest is properly installed you can train your own models using the following scripts. For more information, please refer the "Run the examples" section. ### TransQuest Model ```bash @@ -55,42 +55,43 @@ Examples are included in the repository but are not shipped with the library. ## Pre-trained models Following pre-trained models are released. We will be keep releasing new models. Please keep in touch. -| Language Pair | Objective | Algorithm | Model Link | Data | Pearson | MAE | RMSE | -|:----------------:|----------- |:-------------------:|:--------------------------------------------------------------------------------:|:--------------------------------------------------------------------:| ------: | ------: | ------: | -| Romanian-English | Direct | TransQuest | [model.zip](https://drive.google.com/open?id=1K4yGlUdZ_q6v_dU8g2hACvvzy8iVTmFt) | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.8982 | 0.3121 | 0.4097 | -| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.8501 | 0.3637 | 0.4932 | -| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.6845 | 0.7596 | 1.0522 | -| Estonian-English | Direct | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.7748 | 0.5904 | 0.7321 | -| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.6804 | 0.7047 | 0.9022 | -| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.4770 | 0.9176 | 1.1382 | -| Nepalese-English | Direct | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.7914 | 0.3975 | 0.5078 | -| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.3860 | 0.7353 | 0.8713 | -| Sinhala-English | Direct | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.6525 | 0.4510 | 0.5570 | -| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.3737 | 0.7517 | 0.8978 | -| Russian-English | Direct | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| English-German | Direct | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | HTER | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | HTER | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| English-Chinese | Direct | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | HTER | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | -| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| Language Pair | Objective | Algorithm | Model Link | Data | Pearson | MAE | RMSE | +|:----------------:|----------- |:-------------------:|:------------------------------------:|:--------------------------------------------------------------------:| ------: | ------: | ------: | +| Romanian-English | Direct | TransQuest | [model.zip](https://bit.ly/2AfuXwb) | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.8982 | 0.3121 | 0.4097 | +| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.8501 | 0.3637 | 0.4932 | +| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.6845 | 0.7596 | 1.0522 | +| Estonian-English | Direct | TransQuest | [model.zip](https://bit.ly/2YjXIAa) | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.7748 | 0.5904 | 0.7321 | +| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.6804 | 0.7047 | 0.9022 | +| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.4770 | 0.9176 | 1.1382 | +| Nepalese-English | Direct | TransQuest | [model.zip](https://bit.ly/2MHnCZc) | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.7914 | 0.3975 | 0.5078 | +| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.3860 | 0.7353 | 0.8713 | +| Sinhala-English | Direct | TransQuest | [model.zip](https://bit.ly/3dKM3ki) | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.6525 | 0.4510 | 0.5570 | +| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | 0.3737 | 0.7517 | 0.8978 | +| Russian-English | Direct | TransQuest | [model.zip](https://bit.ly/30lMA8c) | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| English-German | Direct | TransQuest | [model.zip](https://bit.ly/2UpFiwF) | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | HTER | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | HTER | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| English-Chinese | Direct | TransQuest | [model.zip](https://bit.ly/2XGAx3Q) | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | HTER | TransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | SiameseTransQuest | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | +| | | OpenKiwi | | [WMT 2020](http://www.statmt.org/wmt20/quality-estimation-task.html) | | | | ## Citation +Please consider citing us if you use the library. ```bash Coming soon! Please keep in touch |