notesum.ai
Published at December 3BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition
cs.CL
cs.AI
cs.LG
Released Date: December 3, 2024
Authors: Quanjiang Guo1, Yihong Dong, Ling Tian, Zhao Kang, Yu Zhang, Sijie Wang
Aff.: 1University of Electronic Science and Technology of China

| Dataset | Domain | # Sentences | # Entities | # Classes |
| Few-NERD | Wikipedia | 188k | 491k | 66 |
| OntoNotes | General | 76k | 104k | 18 |
| I2B2 | Medical | 140k | 29k | 23 |
| CoNLL | News | 20k | 35k | 4 |
| WNUT | Social | 5k | 3k | 6 |
| GUM | Wiki | 3k | 6k | 11 |