Classify Wikipedia comments into 6 toxicity categories: toxic, severe_toxic, obscene, threat, insult, identity_hate.
Pre-trained embeddings matter most. Architecture changes barely help. Examining last 25-50 chars separately captures end-of-comment toxicity. Pseudo-labeling helps.