readme: ---
  
  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
  
  - 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))
  
  ## Results
  
  | Model | BLEU | chrF-3 |
  | ------------- | ------------- | ------------- |
  | Google en-hu  | 25.30  | 54.08 |
  | **BART-base-enhu** | **34.38**  | **58.88** |
  | Google hu-en| 34.48  | 59.59 |
  | **BART-base-huen** | **38.03** | **61,37** |
  
  ## Citation
  If you use this model, please cite the following paper:
  ```
  @inproceedings {yang-bart,
      title = {{BARTerezzünk! Messze, messze, messze a világtól, - BART kísérleti modellek magyar nyelvre}},
  	booktitle = {XVIII. Magyar Számítógépes Nyelvészeti Konferencia},
  	year = {2022},
  	publisher = {Szegedi Tudományegyetem, Informatikai Intézet},
  	address = {Szeged, Magyarország},
  	author = {Yang, Zijian Győző},
  	pages = {15--29}
  }
  
  ```
  