Question Answering on PubMedQA (out-of-domain)
11.7ROUGE-LQA-GNN
Evaluation Results
| Method | Links | |
|---|---|---|
| QA-GNNAvailable FT Data=100%2022.04 | 11.7 | |
| KIDAvailable FT Data=100%2022.04 | 11.5 | |
| KIDAvailable FT Data=10%2022.04 | 9.9 | |
| ReFlectiveAvailable FT Data=100%2022.04 | 9.2 | |
| GPT2 + KnowledgeAvailable FT Data=100%2022.04 | 8.4 | |
| QA-GNNAvailable FT Data=10%2022.04 | 7.8 | |
| RAGAvailable FT Data=100%2022.04 | 6.7 | |
| GPT2 + COMeT Emb.Available FT Data=100%2022.04 | 5.8 | |
| FiD-T5Available FT Data=100%2022.04 | 4.5 | |
| ReFlectiveAvailable FT Data=10%2022.04 | 4.1 | |
| GPT2 + KnowledgeAvailable FT Data=10%2022.04 | 3.6 | |
| GPT2 + COMeT Emb.Available FT Data=10%2022.04 | 1.5 | |
| FiD-T5Available FT Data=10%2022.04 | 1.3 | |
| RAGAvailable FT Data=10%2022.04 | 1.2 |