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cs.CL2021
FRUIT: Faithfully Reflecting Updated Information in Text
Robert L. Logan, Alexandre Passos, Sameer Singh +1
Textual knowledge bases such as Wikipedia require considerable effort to keep up to date and consistent. While automated writing assistants could potentially ease this burden, the…
cs.CL2021★ 5 cited
Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models
Robert L. Logan, Ivana Balažević, Eric Wallace +3
Prompting language models (LMs) with training examples and task descriptions has been seen as critical to recent successes in few-shot learning. In this work, we show that finetuni…