When Surface Form Changes Moderation Decisions: A Paired Study of Code-Mixed Workflow Instability

Suraj Babu Thimma Krishnaram, Yibo Hu, Karthikeyan Saravanan

Hate moderation is often evaluated as classification on clean English inputs, but deployed systems must route content to actions such as ALLOW, FLAG, or REVIEW. We study how this w…