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Faquad Bert Base Portuguese Cased
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Faquad Bert Base Portuguese Cased
Developed by eraldoluis
This model is a fine-tuned version of neuralmind/bert-base-portuguese-cased on the FaQuAD dataset, designed for Portuguese extractive question answering tasks.
Downloads 14
Release Time : 9/7/2022
Model Overview
This is an extractive question answering model specifically designed for Portuguese, capable of extracting answers to questions from given texts.
Model Features
Portuguese Optimization
Based on a Portuguese pre-trained BERT model, optimized for Portuguese question answering tasks.
High Accuracy
Achieves an F1 score of 83.09 and an exact match score of 74.53 on the FaQuAD evaluation set.
Extractive QA
Capable of directly extracting answer segments to questions from given texts.
Model Capabilities
Portuguese Text Understanding
Extractive QA
Context Understanding
Use Cases
Education
Reading Comprehension Assistance
Helps students quickly find answers to questions from Portuguese texts.
Customer Service
FAQ Auto-Response
Automatically extracts answers from FAQ documents to respond to customer inquiries.
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