|
--- |
|
language: |
|
- en |
|
- hu |
|
tags: |
|
- translation |
|
license: apache-2.0 |
|
metrics: |
|
- sacrebleu |
|
- chrf |
|
widget: |
|
- text: >- |
|
This may not make much sense to you, sir, but I'd like to ask your |
|
permission to date your daughter. |
|
example_title: 'Translation: English-Hungarian' |
|
--- |
|
|
|
# BART Translation model |
|
|
|
For further models, scripts and details, see [our repository](https://github.com/nytud/machine-translation) or [our demo site](https://juniper.nytud.hu/demo/nlp). |
|
|
|
- Source language: English |
|
- Target language: Hungarian |
|
|
|
- BART base model: |
|
- Pretrained on English WikiText-103 and Hungarian Wikipedia |
|
- Finetuned on subcorpora from OPUS |
|
- Segments: 56.837.602 |
|
|
|
## Limitations |
|
|
|
- tokenized input text (tokenizer: [HuSpaCy](https://huggingface.co/huspacy)) |
|
- max_source_length = 128 |
|
- max_target_length = 128 |
|
|
|
## Results |
|
|
|
| Model | BLEU | chrF-3 | chrF-6 | |
|
| ------------- | ------------- | ------------- | ------------- | |
|
| Google | 25.30 | 54.09 | 49.0 | |
|
| **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} |
|
} |
|
|
|
``` |
