metadata

language:
  - en
  - hu
tags:
  - translation
license: apache-2.0
metrics:
  - sacrebleu
  - chrf
widget:
  - text: >-
      translate English to Hungarian: This may not make much sense to you, sir,
      but I'd like to ask your permission to date your daughter.

mT5 Translation model

For further models, scripts and details, see our repository or our demo site.

Source language: English
Target language: Hungarian
Pretrained model used: mT5-small
Finetuned on subcorpora from OPUS
- Segments: 56.837.602
prefix: "translate English to Hungarian: "

Limitations

tokenized input text (tokenizer: HuSpaCy)
max_source_length = 128
max_target_length = 128

Results

Model	BLEU	chrF-3	chrF-6
Google en-hu	25.30	54.08	49.06
BART	36.89	60.77	56.4
mT5	27.69	53.73	48.57

Citation

If you use this model, please cite the following paper:


@inproceedings {laki-yang-mt,
    title = {{Jobban fordítunk magyarra, mint a Google!}},
    booktitle = {XVIII. Magyar Számítógépes Nyelvészeti Konferencia},
    year = {2022},
    publisher = {Szegedi Tudományegyetem, Informatikai Intézet},
    address = {Szeged, Magyarország},
    author = {Laki, László and Yang, Zijian Győző},
    pages = {357--372}
}