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ABSA datasets for PyABSA

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Contribute (prepare) your dataset in using PyABSA

We hope you can share your custom dataset or a available public dataset. If you want to, follow these steps:

  • Format your APC dataset according to our dataset format. (Recommended. Once you finished this step, we can help you to finish other steps) image

  • Generate the inference dataset for APC / ATEPC task (Optional. The example is available here)

  • Convert the APC dataset to ATEPC dataset, and move the transformed ATEPC datasets from apc_dataset to corresponding atepc_datasets. (Optional. The example is available here )

  • Register your dataset in PyABSA. (Optional. Register here)

Notice

All datasets provided are for research only, we do not hold any Copyright of any datasets. These datasets follow their original licenses (if any).

Datasets source:

MAMS https://github.com/siat-nlp/MAMS-for-ABSA

SemEval 2014: https://alt.qcri.org/semeval2014/task4/index.php?id=data-and-tools

SemEval 2015: https://alt.qcri.org/semeval2015/task12/index.php?id=data-and-tools

SemEval 2016: https://alt.qcri.org/semeval2016/task5/index.php?id=data-and-tools

Chinese: https://www.sciencedirect.com/science/article/abs/pii/S0950705118300972?via%3Dihub

Shampoo: brightgems@github

MOOC: jmc-123@github with GPL License

Twitter: https://dl.acm.org/doi/10.5555/2832415.2832437

Television & TShirt: https://github.com/rajdeep345/ABSA-Reproducibility