113 citations · 164 across the 14 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.CL2021
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer
Tu Vu, Brian Lester, Noah Constant +2
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. (20…
cs.CL2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning
Tu Vu, Minh-Thang Luong, Quoc V. Le +2
Despite their recent successes in tackling many NLP tasks, large-scale pre-trained language models do not perform as well in few-shot settings where only a handful of training exam…