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LaBSE_ner_manager
OlegOrwell/LaBSE_ner_manager
LaBSE_ner_manager is a token classification model from OlegOrwell. Use it when you need labels on individual words, such as names. It is set up for transformers.
Evaluation metrics: 'precision': 0.8695652173913043, 'recall': 0.9523809523809523, 'f1score': 0.909090909090909
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Sep 1, 2022
- Updated
- Sep 2, 2022
- SHA
- 40dcb830
Try a prompt
Model card
From the Hugging Face model README
Model is trained on client-manager conversations and is able to classify:
1) Greeting class, where managers say 'Hi'.
Uses GRE tag
2) Introduction class, where managers introduce themselves.
Uses NAM tag
3) Organisation class, where managers' employer is mentioned
Uses ORG tag
4) Farewell class, where managers say 'Good Bye'
Uses FAR tag
Evaluation metrics: 'precision': 0.8695652173913043, 'recall': 0.9523809523809523, 'f1_score': 0.909090909090909
- Task
- Token Classification
- Library
- transformers
- Type
- bert
- Created
- Sep 1, 2022
- Updated
- Sep 2, 2022