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Inappropriate Text Classifier
I
Inappropriate Text Classifier
Developed by michellejieli
A text classification model fine-tuned based on DistilBERT, used to identify text content that is not suitable for the workplace (NSFW).
Downloads 4,133
Release Time : 12/10/2022
Model Overview
This model is specifically used to identify content that is not suitable for the workplace (NSFW) in Reddit posts by fine-tuning DistilBERT. It can effectively classify text as NSFW or SFW (Suitable for the Workplace).
Model Features
Efficient Text Classification
Based on the lightweight DistilBERT architecture, it reduces the demand for computing resources while maintaining high performance.
Professional Content Moderation
Designed specifically for the workplace, it can accurately identify inappropriate and unprofessional text content.
Reddit Content Optimization
The model is specifically fine-tuned on the Reddit post dataset and is suitable for social media content moderation.
Model Capabilities
Text Classification
Content Moderation
NSFW Detection
Use Cases
Content Moderation
Social Media Content Filtering
Automatically identify and filter inappropriate content on social media platforms.
The accuracy rate can reach 96.8% (example result)
Workplace Communication Audit
Monitor unprofessional content in enterprise internal communication tools.
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