metadata

title: Emoji Offensive Agent
emoji: 🧠
colorFrom: pink
colorTo: yellow
sdk: streamlit
app_file: app.py
pinned: false
license: apache-2.0
short_description: Detects offensive emoji-based social media content.

🧠 Emoji Offensive Agent

This AI agent aims to detect hate speech or offensive content in social media texts, especially those that include emojis, homophones, or subculture wordplay.

It combines two pipelines:

Emoji Translator – Based on the fine-tuned Qwen1.5-7B-Chat model to convert emoji expressions into Chinese text.
Hate Speech Classifier – Uses a large pre-trained classifier (e.g., roberta-offensive-language-detection) to determine whether the final text is offensive (label 1) or not (label 0).

📦 Project Files

app.py: The Streamlit app entry point.
agent.py: The core logic for emoji translation + classification pipeline.
README.md: You're reading it!
.gitattributes: LFS file config (for large model files, if any).

🚀 Deployment

This Space uses Streamlit as its frontend framework. The backend pipeline automatically performs:

Emoji-to-text translation
Classification using a powerful hate speech model

You can deploy it on Hugging Face Spaces by making sure:

The app.py file exists in the root directory.
This README is properly parsed (with valid YAML at the top).

📍Example

Input:
你是 🐷

Intermediate translation:
你是猪鼻子

Final classification:
Offensive 🔴 (label: 1)

Made with ❤️ by JenniferHJF