Language Models are Few-Shot Learners

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:academic_journal
gptkbp:arXivID	gptkb:2005.14165
gptkbp:author	gptkb:Ilya_Sutskever gptkb:Aditya_Ramesh gptkb:Girish_Sastry gptkb:Mark_Chen gptkb:Sandhini_Agarwal gptkb:Gretchen_Krueger gptkb:Ariel_Herbert-Voss gptkb:Arvind_Neelakantan gptkb:Benjamin_Chess gptkb:Benjamin_Mann gptkb:Christopher_Berner gptkb:Christopher_Hesse gptkb:Clemens_Winter gptkb:Daniel_M._Ziegler gptkb:Eric_Sigler gptkb:Jared_D._Kaplan gptkb:Mateusz_Litwin gptkb:Melanie_Subbiah gptkb:Nick_Ryder gptkb:Prafulla_Dhariwal gptkb:Pranav_Shyam gptkb:Tom_B._Brown gptkb:Scott_Gray gptkb:Jack_Clark gptkb:Alec_Radford gptkb:Amanda_Askell gptkb:Dario_Amodei gptkb:Rewon_Child gptkb:Sam_McCandlish gptkb:Tom_Henighan gptkb:Jeffrey_Wu
gptkbp:citation	over 10000
gptkbp:foundIn	GPT-3 achieves strong performance on many NLP tasks with few or zero examples. Large language models can perform few-shot learning without explicit gradient updates.
https://www.w3.org/2000/01/rdf-schema#label	Language Models are Few-Shot Learners
gptkbp:organization	gptkb:OpenAI
gptkbp:publicationYear	2020
gptkbp:publishedIn	gptkb:NeurIPS_2020
gptkbp:topic	gptkb:GPT-3 large language models few-shot learning
gptkbp:url	https://arxiv.org/abs/2005.14165
gptkbp:bfsParent	gptkb:GPT-3 gptkb:Large_Language_Models
gptkbp:bfsLayer	5