The model is under construction.

It is mainly built on [FinBERT-ESG](https://huggingface.co/yiyanghkust/finbert-esg)(Huang et al.,2022). That is it succeeded the representation from [FinBERT-ESG](https://huggingface.co/yiyanghkust/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).