Dialogue Response Generation on DailyDialog
4.09CoherenceChatGPT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ChatGPTknowledge_integration=none, description=Original ChatGPT Responses generated solely based on conversation context2025.11 | 4.09 | 3.65 | 2.56 | 2.62 | |
| MCTS-Driven Knowledge Retrieval (Ours)knowledge_integration=reasoning-aware knowledge retrieval, description=ChatGPT generates responses referencing retrieved knowledge from the proposed method2025.11 | 4.08 | 4.01 | 3.59 | 3.19 | |
| ChatGPT w/ Inferenceknowledge_integration=internal commonsense knowledge inference, description=ChatGPT incorporates its own internal commonsense knowledge inference2025.11 | 3.89 | 3.66 | 3.12 | 2.85 |