iwslt-bt-ur-en / README.md
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metadata
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

Benchmarks

testset BLEU
Wmt2017 57.95