Neural Machine Translation

Verified research, parallel corpora, benchmarks and multilingual models for Kurdish machine translation

Research since: 2018
0 Team Members

Project Overview

A curated overview of verified machine translation research involving Kurdish. The collection covers Northern Kurdish and Central Kurdish translation, parallel news and evaluation corpora, low-resource neural machine translation, and multilingual systems including NLLB. External publications and resources are attributed to their original creators and are not presented as KaiLab-developed systems.

Technologies & Methods

Neural Machine Translation Transformer Models Multilingual Translation Parallel Corpora Low-Resource NLP

Applications

  • Kurdish Translation
  • Multilingual Communication
  • Machine Translation Evaluation
  • Language Technology

Related Publications

Bianet: A Parallel News Corpus in Turkish, Kurdish and English

Duygu Ataman (2018)

Introduces a parallel news corpus for English, Turkish and Northern Kurdish (Kurmanji) and evaluates bilingual and multilingual neural machine translation using Nematus. The work provides an early …

Towards Machine Translation for the Kurdish Language

Sina Ahmadi , Mariam Masoud (2020)

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 …

TICO-19: the Translation Initiative for COvid-19

Antonios Anastasopoulos (2020)

Presents a multilingual medical and crisis-domain translation benchmark containing professionally translated and quality-controlled material. The release includes separate English-Sorani and …

Leveraging Multilingual News Websites for Building a Kurdish Parallel Corpus

Sina Ahmadi , Hossein Hassani , Daban Q. Jaff (2022)

Develops manually validated parallel news data for Sorani, Kurmanji and English using multilingual news websites. The associated corpus contains Sorani-Kurmanji, English-Kurmanji and English-Sorani …

Scaling neural machine translation to 200 languages

NLLB Team (2024)

Presents the No Language Left Behind multilingual machine translation system. The released model family explicitly supports Central Kurdish in Arabic script and Northern Kurdish in Latin script among …

PARME: Parallel Corpora for Low-Resourced Middle Eastern Languages

Sina Ahmadi (2025)

Presents community-created parallel corpora for low-resource Middle Eastern language varieties and machine translation experiments using NLLB-600M. Kurdish-related resources include Southern Kurdish, …

Related Datasets

Bianet Parallel News Corpus

Published: January 1, 2018 | Size: Release-specific; see official distribution

Parallel news corpus containing Northern Kurdish (Kurmanji), English and Turkish material. The published study reports 6,486 English-Kurmanji and 7,390 Turkish-Kurmanji pairs; current distributions …

KurdishMT Reproducibility Bundle

Published: January 1, 2020 | Size: Aggregate unique-pair count not verified

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

TICO-19 Kurdish Translation Benchmark

Published: January 1, 2020 | Size: 3,071 sentence pairs per Kurdish-English variety

Medical and crisis-domain machine translation benchmark with separate English-Sorani and English-Kurmanji sets. Each Kurdish-English pair contains 3,071 aligned sentences: 971 development and 2,100 …

KurdishBLARK InterdialectCorpus

Published: January 1, 2020 | Size: 12,327 Sorani-Kurmanji; 1,797 English-Kurmanji; 650 English-Sorani pairs

Manually validated parallel news corpus containing 12,327 Sorani-Kurmanji, 1,797 English-Kurmanji and 650 English-Sorani aligned pairs.

FLORES-200 Kurdish Evaluation Benchmark

Published: January 1, 2022 | Size: 3,001 designed sentences per language; 2,009 publicly released dev/devtest sentences per Kurdish variety

Multilingual machine translation evaluation benchmark containing Central Kurdish (ckb_Arab) and Northern Kurdish (kmr_Latn). Public Kurdish portions contain 997 development and 1,012 development-test …

NLLB-200 Translation Model Family

Published: January 1, 2022 | Size: Representative release: approximately 600M parameters

Released multilingual neural machine translation model family supporting Central Kurdish (ckb_Arab) and Northern Kurdish (kmr_Latn). The 600M distilled checkpoint is a representative publicly …

PARME Parallel Corpora

Published: January 1, 2025 | Size: Southern Kurdish: 9,797; Laki: 3,418; Hawrami: 7,794; Zazaki: 4,401 aligned records as documented by the project

Community-created parallel resources for low-resource Middle Eastern language varieties. Kurdish-related resources identified by the publication include Southern Kurdish, Laki, Hawrami and Zazaki …

Project Statistics

Publications: 6
Datasets: 7
Team Size: 0

Research Team