iwslt-bt-ur-en / README.md
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---
language:
- ur
- en
license: apache-2.0
datasets:
- iwslt14
metrics:
- bleu
library_name: fairseq
pipeline_tag: translation
---
### English to Urdu Translation
Urdu to English translation model is a Transformer model trained on IWSLT back-translated data using Faireq.
This model is produced during the experimentation related to building Context-Aware NMT models for low-resourced languages such as Urdu, Hindi, Sindhi, Pashtu and Punjabi. This particular model does not contains any contextual information and it is baseline sentence-level transformer model.
The evaluation is done on WMT2017 standard test set.
* source group: Urdu
* target group: English
* model: transformer
* Contextual
* Test Set: WMT2017
* pre-processing: Moses + Indic Tokenizer
* Dataset + Libray Details: [DLNMT](https://github.com/sami-haq99/nrpu-dlnmt)
## Benchmarks
| testset | BLEU |
|-----------------------|-------|
| Wmt2017 | 57.95 |