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Check out the documentation for more information.

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).

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