Machine Translation with Online Learning

How to run

• Python 3.x + Jupyter Notebook (or similar)
• pip install -r requirements.txt

Data

We use the test sets from the WMT'19 News Translation shared task: http://statmt.org/wmt19/translation-task.html

In the datasets/ folder, we provide the Comet scores for each pair of segment ID (sid) and competing system.

How to cite

If you use this code, please cite the following article:

• Mendonça, V., Rei, R., Coheur, L., Sardinha, A., & Santos, A. L. (2021). Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 3105–3117. https://doi.org/10.18653/v1/2021.acl-long.242