tienthanhdhcn / VnAPE

Automatic Post-Editing for Vietnamese

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Automatic Post-Editing for Vietnamese

We release the first large-scale datasets including in-domain and out-of-domain data for automatic post-editing (APE) for Vietnamese in which we aim at the task of automatic post-editing when translating Chinese novels to Vietnamese.

We show how the datasets got constructed and were utlised to train APE models in our paper:

@inproceedings{Vu2021VnAPE,
	title={Automatic Post-Editing for Vietnamese},
	author={Vu, Thanh and Nguyen, Dai Quoc},
	booktitle={Proceedings of ALTA 2021},
	year={2021}
}

Please CITE our paper when the datasets are used (for research-only purpose) to produce published results or incorporated into other software.

Datasets

Data #Sentence pairs Size URL
In-domain ~5M 440MB download
Out-of-domain ~5M 440MB download

Pre-trained models

A simple web-interface demo of post-editing is included and available to download with the model

Model Data Demo? Size URL
Transformer-large Indomain Yes 2.5G download

License

MIT License

Copyright (c) 2021 Thanh Vu

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
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furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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SOFTWARE.

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Automatic Post-Editing for Vietnamese

License:MIT License