yiyanghkust
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finbert-fls

Text Classification Transformers PyTorch English bert financial-text-analysis forward-looking-statement Inference Endpoints

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yiyanghkust commited on Jun 2, 2022

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 Forward-looking statements (FLS) inform investors of managers’ beliefs and opinions about firm's future events or results. Identifying forward-looking statements from corporate reports can assist investors in financial analysis. FinBERT-FLS is a FinBERT model fine-tuned on 3,500 manually annotated sentences from Management Discussion and Analysis section of annual reports of Russell 3000 firms.
 # How to use
 You can use this model with Transformers pipeline for sentiment analysis.
 ```python

 Forward-looking statements (FLS) inform investors of managers’ beliefs and opinions about firm's future events or results. Identifying forward-looking statements from corporate reports can assist investors in financial analysis. FinBERT-FLS is a FinBERT model fine-tuned on 3,500 manually annotated sentences from Management Discussion and Analysis section of annual reports of Russell 3000 firms.
+**Input**: A financial text.
+**Output**: Specific-FLS , Non-specific FLS, or Not-FLS.
 # How to use
 You can use this model with Transformers pipeline for sentiment analysis.
 ```python