Hemanth Ravipati

FairStream : Dynamic Bias Mitigation for Real-Time NLP in Social Media Moderation

2025

Social media platforms demand real-time content moderation to curb toxic content, yet streaming NLP models often perpetuate biases, unfairly targeting specific demographics. This research introduces FairStream, a novel bias correction algorithm that dynamically adjusts model …