Last Name Classification
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Last Name Classification
Developed by vishodi
A Transformer-based classifier for determining whether a provided surname is real or fictional.
Downloads 187
Release Time : 2/28/2025
Model Overview
This model can be used to validate contact form submissions, prevent bot inputs, or perform general name classification tasks.
Model Features
High accuracy
The model achieves 97.9% accuracy in surname classification tasks.
Lightweight
Based on the DistilBERT base model, it reduces model size while maintaining performance.
Easy to use
Provides a simple pipeline interface for quick integration into applications.
Model Capabilities
Text classification
Surname authenticity judgment
Bot input detection
Use Cases
Form validation
Contact form validation
Verify whether the surname submitted by the user is a real name
Effectively reduces fake or bot submissions
Security protection
Prevent bot registration
Detect if the surname used during registration is randomly generated
Improves system security
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