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Legalbertpt Fp

Developed by raquelsilveira
Legalbert-pt is a language model specialized for the Portuguese legal domain through pre-training, which can be fine-tuned for specific tasks.
Downloads 738
Release Time : 5/2/2023

Model Overview

Legalbert-pt is a language model tailored for the Portuguese legal domain, developed in two versions: one as a supplementary version to the BERTimbau model, and another trained entirely from scratch. Experiments in legal entity recognition and litigation document classification tasks demonstrate that domain-specific language models outperform general-purpose language models in all tasks.

Model Features

Legal Domain Specialization
Pre-trained specifically for the Portuguese legal domain, achieving domain-specific capabilities.
Two Version Options
Offers a supplementary version based on BERTimbau and a version trained entirely from scratch to meet different needs.
Excellent Performance
Outperforms general-purpose language models in legal entity recognition and litigation document classification tasks.

Model Capabilities

Legal text comprehension
Legal entity recognition
Litigation document classification

Use Cases

Legal Document Processing
Legal Entity Recognition
Identify entities such as names of people and organizations in legal documents.
Outperforms general-purpose language models
Litigation Document Classification
Classify legal documents such as complaints, petitions, rulings, and judgments.
Outperforms general-purpose language models
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