Chu Kiong Loo

Correcting Language Model Bias for Text Classification in True Zero-Shot Learning

Combining pre-trained language models (PLMs) and manual templates is a common practice for text classification in zero-shot scenarios. However, the effect of this approach is highly volatile, ranging from random guesses to near state-of-the-art results, depending on the quality of the manual templat…