Alisa Liu
Alisa Liu
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text generation
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
We introduce a paradigm for dataset creation based on human and machine collaboration, and demonstrate its empirical effectiveness for collecting a new large-scale NLI dataset
Alisa Liu
,
Swabha Swayamdipta
,
Noah A. Smith
,
Yejin Choi
Generated Knowledge Prompting for Commonsense Reasoning
Prompting GPT-3 to generate relevant background knowledge improves performance on a variety of commonsense reasoning tasks
Jiacheng Liu
,
Alisa Liu
,
Ximing Lu
,
Sean Welleck
,
Peter West
,
Ronan Le Bras
,
Yejin Choi
,
Hannaneh Hajishirzi
DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts
Steering open-ended text generation toward desired or away from undesired attributes, using expert and anti-expert language models
Alisa Liu
,
Maarten Sap
,
Ximing Lu
,
Swabha Swayamdipta
,
Chandra Bhagavatula
,
Noah A. Smith
,
Yejin Choi
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