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ESG-BERT-Reddit
admation/ESG-BERT-Reddit
ESG-BERT-Reddit is a text classification model from admation. Use it when you need a label for a piece of text. It is set up for transformers.
All-time downloads
507
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Repo size
439 MB
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1
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- ESGBertReddit
- Access
- Public
- Created
- Dec 4, 2022
- Updated
- Dec 24, 2022
- SHA
- e9dc7a1d
Try a prompt
Model card
From the Hugging Face model README
The model is under construction.
It is mainly built on FinBERT-ESG(Huang et al.,2022). That is it succeeded the representation from FinBERT-ESG(Huang et al.,2022) and fine-tuned on Reddit posts related to ESG.
You can use this model with the following code:
from transformers import AutoModelForSequenceClassification
model = AutoModelForSequenceClassification.from_pretrained("admation/ESG-BERT-Reddit")
Reference
Huang, Allen H., Hui Wang, and Yi Yang. "FinBERT: A Large Language Model for Extracting Information from Financial Text." Contemporary Accounting Research (2022).
- Task
- Text Classification
- Library
- transformers
- Type
- ESGBertReddit
- Created
- Dec 4, 2022
- Updated
- Dec 24, 2022