Theme Detection on Italy it
81.2Macro F1 ScoreContext-based strategy
Evaluation results
| Method | Links | |
|---|---|---|
| Context-based strategyLLM=Llama32026.03 | 81.2 | |
| Context-based strategyLLM=Mistral2026.03 | 79.9 | |
| Zero-CoTLLM=Mistral2026.03 | 77.9 | |
| Zero-CoTLLM=Llama32026.03 | 77.4 | |
| Self-DebiasLLM=Mistral2026.03 | 76.7 | |
| Self-DebiasLLM=Gemma2026.03 | 74.5 | |
| Context-based strategyLLM=Gemma2026.03 | 72.6 | |
| Self-DebiasLLM=Llama32026.03 | 70.3 | |
| Zero-CoTLLM=Gemma2026.03 | 68.8 |