In our paper, we studied the result on 10 benchmark datasets. For the public ones, we provide our few-shot seed sets and the whole dataset here. For the other datasets which require license for access, if you want the same set of few-shot seeds, please first get the license for the whole dataset and then ask the first author for the sampled few-shot seeds.
Dataset Name | Domain | More info | License |
---|---|---|---|
CoNLL | News | Link | Data Usage Agreement (DUA) |
Onto | General | Link | LDC 2013T19 |
WikiGold | General | Link | CC-BY 4.0 |
WNUT17 | Social Media | Link | CC-BY 4.0 |
MITMovie | Review | Link | None |
MITRestaurant | Review | Link | None |
SNIPS | Dialogue | Link | CC0 1.0 |
ATIS | Dialogue | Link | GPL 2 |
Multiwoz | Dialogue | Link | MIT License |
i2b2 | Medical | Link | Data Usage Agreement (DUA) |