Bert Finetuned Protagonist English
BERT model fine-tuned based on roberta-large-ner-english for protagonist identification tasks
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Release Time : 5/18/2022
Model Overview
This model is a fine-tuned version based on Jean-Baptiste/roberta-large-ner-english, specializing in protagonist identification tasks in English texts.
Model Features
High-precision Protagonist Identification
Achieves a precision of 0.8646 and a recall of 0.8839 on the evaluation set
Fine-tuned Based on RoBERTa-large
Optimized based on the powerful roberta-large-ner-english model
Efficient Training
Achieves good performance after just 5 training epochs
Model Capabilities
Protagonist identification in English texts
Named Entity Recognition
Use Cases
Text Analysis
Novel Protagonist Analysis
Identify paragraphs where protagonists appear in literary works
Can accurately mark protagonist names in the text
Script Character Analysis
Analyze the dialogue and appearances of protagonists in scripts
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