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README.md
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Lite-BERT-SL is a **BERT-based sequence labeling model** fine-tuned on the **[HiFi-KPI Lite dataset](https://huggingface.co/datasets/AAU-NLP/hifi-kpi-lite)**,
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which is a manually curated version of **HiFi-KPI** with four general KPI categories.
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This model is part of the **[HiFi-KPI benchmark](https://huggingface.co/datasets/AAU-NLP/hifi-kpi-lite)** and is optimized for **token classification**
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in financial documents.
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### **Use Cases**
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- Identifying **generalized KPIs** from SEC **10-K and 10-Q** reports
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- **Financial document parsing** with entity recognition
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Lite-BERT-SL is a **BERT-based sequence labeling model** fine-tuned on the **[HiFi-KPI Lite dataset](https://huggingface.co/datasets/AAU-NLP/hifi-kpi-lite)**,
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which is a manually curated version of **HiFi-KPI** with four general KPI categories.
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### **Use Cases**
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- Identifying **generalized KPIs** from SEC **10-K and 10-Q** reports
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- **Financial document parsing** with entity recognition
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