General Few-shot NER Evaluation Tasks


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)