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Abstract

Investigates Sorani Kurdish-English machine translation using OpenNMT LSTM encoder-decoder models and several tokenization strategies. The experiments use Tanzil, TED and translated KurdNet material and demonstrate strong domain sensitivity.

Keywords

Machine Translation Sorani Central Kurdish OpenNMT Low-Resource Languages

Related Datasets

KurdishMT Reproducibility Bundle

2020 Aggregate unique-pair count not verified TXT, JSON, Python

Reproducibility resources for Sorani-English machine translation experiments, including repackaged Tanzil, TED and KurdNet material, processed splits, tokenization models, scripts and translation …

Citation

Ahmadi, S., & Masoud, M. (2020). Towards Machine Translation for the Kurdish Language. Proceedings of the 3rd Workshop on Technologies for MT of Low Resource Languages, 87-98.

Publication Details

Authors 2 authors
Datasets 1 dataset