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cs.SE2026

A Low-Cost Human-in-the-Loop Investigation of Toxicity on GitHub at Scale

Rahat Rizvi Rahman, Mia Mohammad Imran, Kostadin Damevski

The paper introduces a human-in-the-loop workflow that combines a small local LLM with a lightweight Random Forest validator to efficiently label toxicity in over 124,000 GitHub is…