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- Earnings Call Transcripts: 1.3B tokens - Earnings Call Transcripts: 1.3B tokens
- Analyst Reports: 1.1B tokens - Analyst Reports: 1.1B tokens
More details on `FinBERT`: [Click Link](https://github.com/yya518/FinBERT) More technical details on `FinBERT`: [Click Link](https://github.com/yya518/FinBERT)
Please check out our working paper [`FinBERT—A Deep Learning Approach to Extracting Textual Information`](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3910214).
This released `finbert-tone` model is the `FinBERT` model fine-tuned on 10,000 manually annotated (positive, negative, neutral) sentences from analyst reports. This model achieves superior performance on financial tone analysis task. If you are simply interested in using `FinBERT` for financial tone analysis, give it a try. This released `finbert-tone` model is the `FinBERT` model fine-tuned on 10,000 manually annotated (positive, negative, neutral) sentences from analyst reports. This model achieves superior performance on financial tone analysis task. If you are simply interested in using `FinBERT` for financial tone analysis, give it a try.