A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER

Benchmark Model Rank Results
few-shot-ner-on-few-nerd-interMSDP#15 way 1~2 shot: 76.86±0.225 way 5~10 shot: 84.78±0.69
few-shot-ner-on-few-nerd-intraMSDP#35 way 1~2 shot: 56.35±0.285 way 5~10 shot: 66.80±0.78