ABSA datasets processed for PyABSA

ATE, APC, Inference sets included

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

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

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

Calling for dataset contribution

We hope you can share your custom dataset or public dataset. If you want to, please contact me and we will help you.

Additional Note for ATEPC dataset

Each data item can have mutiple aspects, but it can only have one polarity label. If a review does have mutiple aspects, please duplicate the review coresponding to a target aspect and cancel the polarity labels of other aspects.

Notice

All datasets provided are for research only, we do not hold any Copyright of any datasets.