README.md

metadata

title: Nepali Hate Content Classification
emoji: 🔍
colorFrom: red
colorTo: blue
sdk: docker
pinned: true
license: mit
short_description: Nepali hate speech classifier with XAI

Nepali Hate Content Classification System

An interactive web application for classifying hate content in Nepali social media text. Supports Devanagari script, Romanized Nepali, English, and code-mixed inputs.

Models

Model	HF Repo
XLM-RoBERTa Large	UDHOV/xlm-roberta-large-nepali-hate-classification
NepaliBERT	UDHOV/nepalibert-nepali-hate-classification

Classes

Label	Description
🟢 NON_OFFENSIVE	No offensive content
🟡 OTHER_OFFENSIVE	General offensive content
🔴 OFFENSIVE_RACIST	Targets ethnicity, race, or caste
🔴 OFFENSIVE_SEXIST	Targets gender

Features

• Single text and batch (CSV) classification
• Automatic script detection and preprocessing
• Emoji semantic mapping (180+ emojis)
• Confidence scores with visualization
• Explainability via LIME, SHAP, and Integrated Gradients (Captum)
• Prediction history tracking

Project

Bachelor of Computer Engineering Final Project Khwopa College of Engineering, Tribhuvan University, Nepal (2026)