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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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