
# Marian 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). There is a description of the REST API of our service.

This model has been traind with a [MarianNMT](https://github.com/marian-nmt/marian-dev) v1.10.23; commit: 42f0b8b7 transformer-big typed environment.
This repository contains our translation model (en-hu) which were published in MSZNY 2022 conference.


- Source language: English
- Target language: Hungarian

- Pretrained on subcorpora from OPUS
	- Segments: 56.837.602

## Limitations

## Results

| Model | BLEU | chrF-3 |
| ------------- | ------------- | ------------- |
| Google en-hu  | 25.30  | 54.08 |
| **Marian-big-enhu** | **37.30**  | **61.61** |

## 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}
}

```

{"language": ["en", "hu"], "license": "gpl-3.0", "tags": ["translation"], "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"}]}
transformers pytorch marian text2text-generation translation en hu license:gpl-3.0 autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #marian #text2text-generation #translation #en #hu #license-gpl-3.0 #autotrain_compatible #endpoints_compatible #region-us 

Marian Translation model
========================


For further models, scripts and details, see our repository or our demo site. There is a description of the REST API of our service.


This model has been traind with a MarianNMT v1.10.23; commit: 42f0b8b7 transformer-big typed environment.
This repository contains our translation model (en-hu) which were published in MSZNY 2022 conference.


* Source language: English
* Target language: Hungarian
* Pretrained on subcorpora from OPUS


	+ Segments: 56.837.602


Limitations
-----------


Results
-------


Model: Google en-hu, BLEU: 25.30, chrF-3: 54.08
Model: Marian-big-enhu, BLEU: 37.30, chrF-3: 61.61


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



TAGS
#transformers #pytorch #marian #text2text-generation #translation #en #hu #license-gpl-3.0 #autotrain_compatible #endpoints_compatible #region-us 

passage: TAGS
#transformers #pytorch #marian #text2text-generation #translation #en #hu #license-gpl-3.0 #autotrain_compatible #endpoints_compatible #region-us 
