Lite Detective 🕵️

Lightweight and Accurate Chinese Toxic Text Detection

{1zhaoq ,1humin } @ kean.edu
* Equal Contribution
CPS 3320 2025
Kean University

Abstract

Lite Detective is a lightweight yet accurate model for detecting toxic content in Chinese. It leverages efficient neural architectures to achieve high accuracy while being fast and easy to deploy, making it suitable for real-world applications and resource-constrained environments.

Method

Our model combines a lightweight transformer encoder with a multi-scale CNN feature extractor and a context-aware classification head.

Online Demo

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密码的周六能不能放过我一次