Counterspeech Generation on MisinfoLiteracy low literacy
84PolitenessControlled-Literacy
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Controlled-LiteracyBackbone=LLaMA-8B, Methodology=Controlled-Literacy2025.09 | 84 | 1.21 | 74 | 89 | |
| Controlled-LiteracyBackbone=Qwen-7B, Methodology=Controlled-Literacy2025.09 | 77 | 2.09 | 73 | 84 | |
| Controlled-LiteracyBackbone=LLaMA-1B, Methodology=Controlled-Literacy2025.09 | 73 | 2.08 | 68 | 61 | |
| RAGBackbone=LLaMA-8B, Methodology=RAG2025.09 | 72 | 1.3 | 71 | 89 | |
| RAGBackbone=Qwen-7B, Methodology=RAG2025.09 | 69 | 0.6 | 69 | 79 | |
| Instructional PromptBackbone=LLaMA-1B, Methodology=Instructional Prompt2025.09 | 65 | 8.17 | 66 | 50 | |
| RAGBackbone=LLaMA-1B, Methodology=RAG2025.09 | 50 | 16.9 | 45 | 63 | |
| Instructional PromptBackbone=LLaMA-8B, Methodology=Instructional Prompt2025.09 | 39 | 2.16 | 75 | 86 | |
| Instructional PromptBackbone=Qwen-7B, Methodology=Instructional Prompt2025.09 | 36 | 0.37 | 74 | 71 |