Single-turn controllable hypothesis generation on DBpedia50
94Jaccard IndexHypoAgentDS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HypoAgentDSLLM Backend=DeepSeek-v4-Flash2026.05 | 94 | 96 | 99.6 | 74.3 | |
| HypoAgentGPTLLM Backend=GPT-5.4-mini2026.05 | 90.8 | 93.7 | 98 | 70.3 | |
| HypoAgentQWENLLM Backend=Qwen3-235B2026.05 | 90 | 93.1 | 98 | 69.1 | |
| CtrlHGenBackbone=6-layer Transformer2026.05 | 78.1 | 82.9 | 89.6 | 73 |