import streamlit as st def main(): # Custom CSS for About page st.markdown(""" """, unsafe_allow_html=True) # Header st.markdown("""
TruthCheck is an advanced fake news detection platform powered by cutting-edge AI technology. Our mission is to empower users to distinguish between authentic information and misinformation in an era of digital overload.
We aim to combat misinformation by providing a reliable, user-friendly tool that analyzes news articles with high accuracy. TruthCheck leverages a hybrid BERT-BiLSTM model to detect linguistic patterns and contextual cues, ensuring you can trust the news you read.
TruthCheck combines BERT's natural language understanding with BiLSTM's sequential processing to achieve state-of-the-art fake news detection. Our model analyzes text for credibility, sentiment, and context, delivering results with confidence scores and attention visualizations.
In a world where misinformation spreads rapidly, TruthCheck stands as a guardian of truth. Whether you're a journalist, researcher, or concerned citizen, our tool helps you make informed decisions by verifying the authenticity of news content.