Dual Debiasing for Noisy In-Context Learning for Text Generation

Siqi Liang, Sumyeong Ahn, Paramveer S. Dhillon +1

In context learning (ICL) relies heavily on high quality demonstrations drawn from large annotated corpora. Existing approaches detect noisy annotations by ranking local perplexiti…