--- 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} } ```