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README.md
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The model is under construction.
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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.
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## Reference
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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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The model is under construction.
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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.
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You can use this model with the following code:
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```
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from transformers import AutoModelForSequenceClassification
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model = AutoModelForSequenceClassification.from_pretrained("admation/ESG-BERT-Reddit")
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```
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## Reference
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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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