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Bert Large Portuguese Cased Sts

Developed by rufimelo
A Portuguese semantic text similarity model fine-tuned based on the BERTimbau large model, capable of mapping sentences to a 1024-dimensional vector space
Downloads 633
Release Time : 10/26/2022

Model Overview

This model is specifically designed for Portuguese text semantic similarity calculation tasks, capable of converting sentences and paragraphs into dense vector representations, suitable for applications such as semantic search and text clustering.

Model Features

Portuguese Optimization
Optimized specifically for Portuguese based on the BERTimbau large model
High-Quality Vector Representation
Generates 1024-dimensional dense vectors that effectively capture semantic information
Multi-Dataset Training
Trained using multiple Portuguese datasets including assin, assin2, and stsb_multi_mt

Model Capabilities

Semantic text similarity calculation
Sentence embedding generation
Text clustering
Semantic search

Use Cases

Information Retrieval
Legal Document Retrieval
Finding semantically similar cases in legal document libraries
Improves efficiency and accuracy in legal research
Text Analysis
Customer Feedback Clustering
Automatic classification of Portuguese customer feedback
Identifies common issues and trends
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