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**Note**: In our pre-experiments, a smaller batch size and learning rate can achieve better performance on certain datasets, while we use a general setting in our paper to save time instead of adopting grid search.
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## Citation
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If you used the datasets, please cite our paper:
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If you used the datasets or code, please cite our paper:
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```bibtex
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@inproceedings{wu-etal-2020-grid,
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title = "Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction",

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