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--- |
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language: |
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- en |
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- hu |
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tags: |
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- translation |
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license: apache-2.0 |
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metrics: |
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- sacrebleu |
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- chrf |
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widget: |
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- text: >- |
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This may not make much sense to you, sir, but I'd like to ask your |
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permission to date your daughter. |
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--- |
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# mT5 Translation model |
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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). |
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- Source language: English |
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- Target language: Hungarian |
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- Pretrained model used: mT5-small |
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- Finetuned on subcorpora from OPUS |
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- Segments: 56.837.602 |
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## Limitations |
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- tokenized input text (tokenizer: [HuSpaCy](https://huggingface.co/huspacy)) |
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- max_source_length = 128 |
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- max_target_length = 128 |
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## Results |
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| Model | BLEU | chrF-3 | chrF-6 | |
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| ------------- | ------------- | ------------- | ------------- | |
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| Google en-hu | 25.30 | 54.08 | 49.06 | |
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| BART | 36.89 | 60.77 | 56.4 | |
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| **mT5** | **27.69** | **53.73** | **48.57** | |
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## Citation |
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If you use this model, please cite the following paper: |
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|
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``` |
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@inproceedings {laki-yang-mt, |
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title = {{Jobban fordítunk magyarra, mint a Google!}}, |
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booktitle = {XVIII. Magyar Számítógépes Nyelvészeti Konferencia}, |
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year = {2022}, |
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publisher = {Szegedi Tudományegyetem, Informatikai Intézet}, |
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address = {Szeged, Magyarország}, |
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author = {Laki, László and Yang, Zijian Győző}, |
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pages = {357--372} |
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} |
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|
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``` |
