Counterspeech Generation on MisinfoLiteracy high literacy
98PolitenessControlled-Literacy
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Controlled-LiteracyBackbone=LLaMA-8B, Methodology=Controlled-Literacy2025.09 | 98 | 0 | 75 | 93 | |
| Controlled-LiteracyBackbone=Qwen-7B, Methodology=Controlled-Literacy2025.09 | 86 | 0 | 75 | 92 | |
| Controlled-LiteracyBackbone=LLaMA-1B, Methodology=Controlled-Literacy2025.09 | 85 | 0 | 67 | 76 | |
| Instructional PromptBackbone=LLaMA-1B, Methodology=Instructional Prompt2025.09 | 70 | 0.19 | 68 | 54 | |
| RAGBackbone=Qwen-7B, Methodology=RAG2025.09 | 45 | 0.01 | 73 | 91 | |
| RAGBackbone=LLaMA-1B, Methodology=RAG2025.09 | 42 | 0.51 | 42 | 63 | |
| RAGBackbone=LLaMA-8B, Methodology=RAG2025.09 | 41 | 0.08 | 72 | 90 | |
| Instructional PromptBackbone=Qwen-7B, Methodology=Instructional Prompt2025.09 | 41 | 0.37 | 73 | 89 | |
| Instructional PromptBackbone=LLaMA-8B, Methodology=Instructional Prompt2025.09 | 35 | 0.07 | 75 | 87 |