Human Logic Alignment on Empathetic Dialogue
85.2HLA (T=0.5)MCTS-Driven Knowledge Retrieval
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MCTS-Driven Knowledge Retrieval2025.11 | 85.2 | 96.02 | |
| ChatGPT Inference2025.11 | 55.43 | 68.17 | |
| MCTS-Driven Knowledge RetrievalAblation=w/o Reasoner2025.11 | 53.93 | 69.49 | |
| Instructor2025.11 | 44.97 | 65.62 | |
| GTE2025.11 | 42.32 | 61.85 | |
| MCTS-Driven Knowledge RetrievalAblation=w/o Concept Bridging2025.11 | 39.82 | 63.45 | |
| SBERT2025.11 | 39.55 | 57.43 | |
| Contriever2025.11 | 37.41 | 59.28 | |
| DPR2025.11 | 33.99 | 62.83 |