Lite-BERT-SL
Model Description
Lite-BERT-SL is a BERT-based sequence labeling model fine-tuned on the HiFi-KPI Lite dataset, which is a manually curated version of HiFi-KPI with four general KPI categories.
Use Cases
- Identifying generalized KPIs from SEC 10-K and 10-Q reports
- Financial document parsing with entity recognition
Performance
- Trained on HiFi-KPI Lite, which includes a manually curated subset of financial KPIs For performance table see HiFi-KPI Lite
Dataset & Code
- Dataset: HiFi-KPI Lite on Hugging Face
- Code example: HiFi-KPI GitHub Repository
- Downloads last month
- 13
Inference Providers
NEW
This model is not currently available via any of the supported Inference Providers.
Model tree for AAU-NLP/Lite-BERT-SL
Base model
google-bert/bert-base-uncased