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How to use Bert_Review for E2E ABSA?

Open RalphSchuurman opened this issue 3 years ago • 2 comments

Hello @howardhsu ,

This is a very nice repo. I am interested in running Bert_Review for E2E ABSA, which is possible according to the transformers.md file.

I can load the post-training weights using Transformers by running this code `import torch from transformers import AutoTokenizer, AutoModel

tokenizer = AutoTokenizer.from_pretrained("activebus/BERT_Review") model = AutoModel.from_pretrained("activebus/BERT_Review")`

but how would I then use BERT_Review for E2E ABSA? For example a text.txt file with the example sentence: 'The food was good' to obtain 'food' as an aspect and 'POS' as a sentiment.

RalphSchuurman avatar Mar 09 '22 15:03 RalphSchuurman

Did you figure this out?

AndrewBai-Marketing avatar Nov 29 '22 22:11 AndrewBai-Marketing

Thanks for your question. You need to fine-tune the model in e2e setup.

On Tue, Nov 29, 2022 at 2:31 PM AndrewSharng @.***> wrote:

Did you figure this out?

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howardhsu avatar Nov 30 '22 08:11 howardhsu