Question Answering on SQuAD 20 passages subset 1.1 (test)
0.873RABART -> LM-finetuning -> QA-finetuning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BART -> LM-finetuning -> QA-finetuningBackbone=BART-Large, Pipeline=LM-finetuning followed by QA-finetuning2021.06 | 0.873 | 0.1 | 0.3 | 0.154 | |
| BART -> LM-finetuning -> QA-bridge-tuningBackbone=BART-Large, Pipeline=LM-finetuning followed by QA-bridge-tuning2021.06 | 0.873 | 0.2 | 0.4 | 0.278 | |
| BART -> LM-finetuning -> QA-finetuning (Added Prefix/Suffix)Backbone=BART-Large, Pipeline=LM-finetuning followed by QA-finetuning, Input Format=Added Prefix/Suffix2021.06 | 0.855 | 0.1 | 0.3 | 0.21 | |
| BART -> LM-finetuning -> QA-bridge-tuning (Added Prefix/Suffix)Backbone=BART-Large, Pipeline=LM-finetuning followed by QA-bridge-tuning, Input Format=Added Prefix/Suffix2021.06 | 0.855 | 0.2 | 0.4 | 0.317 | |
| BART -> QA-finetuningBackbone=BART-Large, Pipeline=QA-finetuning only2021.06 | 0.015 | 0 | 0 | 0.11 |