Conversational Retrieval on Doc2Dial
48.94Top-1 RecallDragon + Fine-tune
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dragon + Fine-tuneBackbone=Dragon, Query processing=History concatenation, Training protocol=Fine-tune, Training dataset=HumanAnnotatedConvQA2024.01 | 48.94 | 83.01 | |
| Dragon + Fine-tune (SyntheticConvQA)Backbone=Dragon, Query processing=History concatenation, Training protocol=Fine-tune, Training dataset=SyntheticConvQA2024.01 | 48.64 | 83.47 | |
| Dragon + RewriteBackbone=Dragon, Query processing=Rewrite, Training protocol=Unsupervised2024.01 | 47.6 | 80.6 | |
| E5-unsupervised + Fine-tuneBackbone=E5, Query processing=History concatenation, Training protocol=Fine-tune, Training dataset=HumanAnnotatedConvQA2024.01 | 45.28 | 80.96 | |
| DragonBackbone=Dragon, Training protocol=Unsupervised2024.01 | 43.33 | 75.61 | |
| E5-unsupervised + RewriteBackbone=E5, Query processing=Rewrite, Training protocol=Unsupervised2024.01 | 25.56 | 58 | |
| E5-unsupervisedBackbone=E5, Training protocol=Unsupervised2024.01 | 23.02 | 55.33 |