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README.md
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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.
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# How to use
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You can use this model with Transformers pipeline for sentiment analysis.
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```python
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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.
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**Input**: A financial text.
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**Output**: Specific-FLS , Non-specific FLS, or Not-FLS.
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# How to use
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You can use this model with Transformers pipeline for sentiment analysis.
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```python
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