Search Results for author: Grady Simon

Found 1 papers, 1 papers with code

STraTA: Self-Training with Task Augmentation for Better Few-shot Learning

1 code implementation • EMNLP 2021 • Tu Vu, Minh-Thang Luong, Quoc V. Le, Grady Simon, Mohit Iyyer

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 examples are available.

Ranked #1 on Few-Shot NLI on SNLI (8 training examples per class)

Few-Shot Learning Few-Shot NLI +1

32,863

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