quality-estimation-huq-xlm-roberta-en-hu

English-Hungarian Qualtiy Estimation with finetuned XLM-RoBERTa model

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• Pretrained model used: XLM-RoBERTa base
• Finetuned on HuQ corpus
• Labels: regression model
• Separator: <sep>

Limitations

• max_seq_length = 256
• input format: {src_en_sentence} <sep> {tgt_hu_sentence}

Results

10-fold cross validation on HuQ corpus

Citation

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

@article{yang-rl,
    title = {Enhancing Machine Translation with Quality Estimation and Reinforcement Learning},
	journal = {Annales Mathematicae et Informaticae},
	year = {2023},
	author = {Yang, Zijian Győző and Laki, László János},
	pages = {Accepted}
}