Rami Al-Rfou’

SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer

There has been growing interest in parameter-efficient methods to apply pre-trained language models to downstream tasks. Building on the Prompt Tuning approach of Lester et al. (2021), which learns task-specific soft prompts to condition a frozen pre-trained model to perform different tasks, we prop…