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yangheng95 / LCF-ATEPC

codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction
MIT License
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LCF-ATEPC for AE and APC #24

Closed vahidsj closed 2 years ago

vahidsj commented 3 years ago

Hi,

based on the results, described in the paper, this model works better for both ATE and APC, compared to the LCF-BERT.

I would like to know if it's possible to use this model for ATE for a new dataset. We have a gold dataset for cellphone and we want to see how this model performs. Do you have any idea how to use the trained model for new data points?

Best, Vahid

yangheng95 commented 3 years ago

Basically, this model can do ATE and APC, but do not use BERT-SPC when the experimental results of ATE are needed. Sorry that this repo can not prepare your custom dataset, you have to construct a dataset for joint ATE-APC training according to the format of the provided datasets. Then choose a suitable pretrained-BERT to initialize and train the model.