ResearchBenchmarksPoliteness-controlled Text Generation on WIKIPOLPoliteness-controlled Text Generation on WIKIPOLFollow79.2AccuracySWAI48.291256.315664.3472.3644Jan 16, 2026Evaluation resultsMethodMethodLinksAccuracyF1 ScorePrecisionRecallConfidence ScoreCohen's KappaMatthews Corr. Coeff.SWAIModel=Llama3.2 1BModel=Llama3.2 1B2026.0179.270.984.9666.3757.758.261.6SWAIModel=Llama3.1 8BModel=Llama3.1 8B2026.0177.27382.8969.2860.359.462.6BaselineModel=Llama3.1 8BModel=Llama3.1 8B2026.0156.756.956.7957.174.835.135.1BaselineModel=Llama3.2 1BModel=Llama3.2 1B2026.0149.4849.449.3449.5973.424.124.1