notesum.ai
Published at December 5Demonstration Selection for In-Context Learning via Reinforcement Learning
cs.AI
cs.CL
Released Date: December 5, 2024
Authors: Xubin Wang1, Jianfei Wu2, Yichen Yuan, Mingzhe Li3, Deyu Cai2, Weijia Jia3
Aff.: 1Hong Kong Baptist University; 2Beijing Normal University; 3BNU-HKBU United International College

| Dataset | Intents | Size of KB | Test | Domains |
|---|---|---|---|---|
| BANKING77 | 77 | 9,003 | 3,080 | 1 |
| CLINC150 | 150 | 18,000 | 2,250 | 10 |
| HWU64 | 64 | 8,828 | 1,104 | 21 |
| LIU54 | 54 | 20,382 | 2,548 | 21 |