Paper | Code | Accuracy | F1 | Hits@1 | EM | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models | ✓ Link | 76.8 | 81.3 | 86.0 | ChatKBQA | 2023-10-13 | |
Case-based Reasoning for Natural Language Queries over Knowledge Bases | 70.4 | CBR-KBQA | 2021-04-18 | ||||
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals | ✓ Link | 53.9 | NSM+h | 2021-01-11 | |||
Case-based Reasoning for Natural Language Queries over Knowledge Bases | 45.9 | PullNet | 2021-04-18 | ||||
Case-based Reasoning for Natural Language Queries over Knowledge Bases | 44.1 | QGG | 2021-04-18 | ||||
Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning | ✓ Link | 81.4 | PoG-GPT4 (Tan et al., 2024) | 2024-10-18 |