24 Oct 2022
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Allen Institute for AINational Univ. of SingaporeTCS ResearchTehran PolytechnicUniv. of WashingtonStanford Univ.Factored AIArizona State Univ.Univ of AmsterdamSharif Univ. of Tech.PSG College of Tech.Indian Institute of Tech.Government Polytechnic CollegeZycus InfotechNational Institute of Tech. KarnatakaUniv. of Massachusetts, Amherst
Researchers at the Allen Institute for AI and the University of Washington created SUPER-NATURALINSTRUCTIONS, a public meta-dataset of 1,616 diverse NLP tasks, to advance instruction-following capabilities. Their Tk-INSTRUCT model, trained on this benchmark, outperformed the 175B-parameter InstructGPT by 9.9 ROUGE-L points on unseen English tasks and by 13.3 ROUGE-L points on unseen non-English tasks.
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