Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration

no code implementations • 5 Dec 2022 • Feng Nie, Meixi Chen, Zhirui Zhang, Xu Cheng

However, the performance of in-context learning is susceptible to the choice of prompt format, training examples and the ordering of the training examples.

Few-Shot Learning Few-Shot Text Classification +4