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2206.04615
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Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
9 June 2022
Aarohi Srivastava
Abhinav Rastogi
Abhishek Rao
Abu Awal Md Shoeb
Abubakar Abid
Adam Fisch
Adam R. Brown
Adam Santoro
Aditya Gupta
Adrià Garriga-Alonso
Agnieszka Kluska
Aitor Lewkowycz
Akshat Agarwal
Alethea Power
Alex Ray
Alex Warstadt
Alexander W. Kocurek
Ali Safaya
Ali Tazarv
Alice Xiang
Alicia Parrish
Allen Nie
Aman Hussain
Amanda Askell
Amanda Dsouza
Ambrose Slone
Ameet Rahane
Anantharaman S. Iyer
Anders Andreassen
Andrea Madotto
Andrea Santilli
Andreas Stuhlmuller
Andrew M. Dai
Andrew La
Andrew Kyle Lampinen
Andy Zou
Angela Jiang
Angelica Chen
Anh Vuong
Animesh Gupta
Anna Gottardi
Antonio Norelli
Anu Venkatesh
Arash Gholamidavoodi
Arfa Tabassum
Arul Menezes
Arun Kirubarajan
A. Mullokandov
Ashish Sabharwal
Austin Herrick
Avia Efrat
Aykut Erdem
Ayla Karakacs
B. R. Roberts
B. S. Loe
Barret Zoph
Bartlomiej Bojanowski
Batuhan Ozyurt
Behnam Hedayatnia
Behnam Neyshabur
Benjamin Inden
Benno Stein
Berk Ekmekci
Bill Yuchen Lin
B. Howald
Bryan Orinion
Cameron Diao
Cameron Dour
Catherine Stinson
Cedrick Argueta
César Ferri Ramírez
Chandan Singh
Charles Rathkopf
Chenlin Meng
Chitta Baral
Chiyu Wu
Chris Callison-Burch
Chris Waites
Christian Voigt
Christopher D. Manning
Christopher Potts
Cindy Ramirez
Clara E. Rivera
Clemencia Siro
Colin Raffel
Courtney Ashcraft
Cristina Garbacea
Damien Sileo
Daniel H Garrette
Dan Hendrycks
D. Kilman
Dan Roth
Daniel Freeman
Daniel Khashabi
Daniel Levy
D. González
Danielle R. Perszyk
Danny Hernandez
Danqi Chen
Daphne Ippolito
D. Gilboa
David Dohan
D. Drakard
David Jurgens
Debajyoti Datta
Deep Ganguli
Denis Emelin
Denis Kleyko
Deniz Yuret
Derek Chen
Derek Tam
Dieuwke Hupkes
Diganta Misra
Dilyar Buzan
Dimitri Coelho Mollo
Diyi Yang
Dong-Ho Lee
Dylan Schrader
Ekaterina Shutova
E. D. Cubuk
Elad Segal
Eleanor Hagerman
Elizabeth Barnes
E. Donoway
Ellie Pavlick
Emanuele Rodolà
Emma Lam
Eric Chu
Eric Tang
Erkut Erdem
Ernie Chang
Ethan A. Chi
Ethan Dyer
E. Jerzak
Ethan Kim
Eunice Engefu Manyasi
Evgenii Zheltonozhskii
Fanyue Xia
F. Siar
Fernando Martínez-Plumed
Francesca Happé
François Chollet
Frieda Rong
Gaurav Mishra
Genta Indra Winata
Gerard de Melo
Germán Kruszewski
Giambattista Parascandolo
Giorgio Mariani
Gloria Xinyue Wang
Gonzalo Jaimovitch-López
Gregor Betz
Guy Gur-Ari
Hana Galijasevic
Hannah Kim
Hannah Rashkin
Hannaneh Hajishirzi
Harsh Mehta
H. Bogar
Henry Shevlin
Hinrich Schütze
Hiromu Yakura
Hongming Zhang
Hugh Mee Wong
Ian Ng
Isaac Noble
Jaap Jumelet
Jack Geissinger
John Kernion
Jacob Hilton
Jaehoon Lee
J. F. Fisac
James B. Simon
James Koppel
James Zheng
James Zou
Jan Kocoñ
Jana Thompson
Janelle Wingfield
Jared Kaplan
Jarema Radom
Jascha Narain Sohl-Dickstein
Jason Phang
Jason W. Wei
J. Yosinski
Jekaterina Novikova
Jelle Bosscher
Jennifer Marsh
Jeremy Kim
Jeroen Taal
Jesse Engel
Jesujoba Oluwadara Alabi
Jiacheng Xu
Jiaming Song
Jillian Tang
Jane W Waweru
John Burden
John Miller
John U. Balis
Jonathan Batchelder
Jonathan Berant
Jorg Frohberg
Jos Rozen
Jose Hernandez-Orallo
Joseph Boudeman
Joseph Guerr
Joseph Jones
Joshua B. Tenenbaum
Joshua S. Rule
Joyce Chua
Kamil Kanclerz
Karen Livescu
K. Krauth
Karthik Gopalakrishnan
Katerina Ignatyeva
K. Markert
Kaustubh D. Dhole
Kevin Gimpel
Kevin Omondi
Kory W. Mathewson
Kristen Chiafullo
Ksenia Shkaruta
Kumar Shridhar
Kyle McDonell
Kyle Richardson
Laria Reynolds
Leo Gao
Li Zhang
Liam Dugan
Lianhui Qin
Lidia Contreras Ochando
Louis-Philippe Morency
Luca Moschella
Luca Lam
Lucy Noble
Ludwig Schmidt
Luheng He
Luis Oliveros Colón
Luke Metz
Lutfi Kerem cSenel
Maarten Bosma
Maarten Sap
Maartje ter Hoeve
Maheen Farooqi
Manaal Faruqui
Mantas Mazeika
Marco Baturan
Marco Marelli
Marco Maru
Maria Jose Ram’irez Quintana
M. Tolkiehn
Mario Giulianelli
Martha Lewis
Martin Potthast
Matthew L. Leavitt
Matthias Hagen
M. Schubert
Medina Baitemirova
Melody Arnaud
M. McElrath
Michael A. Yee
Michael Cohen
Michael Gu
Michael Ivanitskiy
Michael Starritt
Michael Strube
Michal Swkedrowski
Michele Bevilacqua
Michihiro Yasunaga
Mihir Kale
Mike Cain
Mimee Xu
Mirac Suzgun
Mitch Walker
Monica Tiwari
Mohit Bansal
Moin Aminnaseri
Mor Geva
Mozhdeh Gheini
T. MukundVarma
Nanyun Peng
Nathan A. Chi
Nayeon Lee
Neta Gur-Ari Krakover
Nicholas Cameron
Nicholas Roberts
Nick Doiron
Nicole Martinez
Nikita Nangia
Niklas Deckers
Niklas Muennighoff
N. Keskar
Niveditha Iyer
Noah Constant
Noah Fiedel
Nuan Wen
Oliver Zhang
Omar Agha
Omar Elbaghdadi
Omer Levy
Owain Evans
Pablo Antonio Moreno Casares
P. Doshi
Pascale Fung
Paul Pu Liang
Paul Vicol
Pegah Alipoormolabashi
Peiyuan Liao
Percy Liang
Peter Chang
P. Eckersley
Phu Mon Htut
P. Hwang
P. Milkowski
P. Patil
Pouya Pezeshkpour
Priti Oli
Qiaozhu Mei
Qing Lyu
Qinlang Chen
Rabin Banjade
Rachel Etta Rudolph
Raefer Gabriel
Rahel Habacker
Ramon Risco
Raphael Milliere
Rhythm Garg
Richard Barnes
Rif A. Saurous
Riku Arakawa
Robbe Raymaekers
Robert Frank
Rohan Sikand
Roman Novak
Roman Sitelew
Ronan Le Bras
Rosanne Liu
Rowan Jacobs
Rui Zhang
Ruslan Salakhutdinov
Ryan A. Chi
Ryan Lee
Ryan Stovall
Ryan Teehan
Rylan Yang
Sahib Singh
Saif M. Mohammad
Sajant Anand
Sam Dillavou
Sam Shleifer
Sam Wiseman
Samuel Gruetter
Samuel R. Bowman
S. Schoenholz
Sanghyun Han
Sanjeev Kwatra
Sarah A. Rous
Sarik Ghazarian
Sayan Ghosh
Sean Casey
Sebastian Bischoff
Sebastian Gehrmann
Sebastian Schuster
Sepideh Sadeghi
Shadi S. Hamdan
Sharon Zhou
Shashank Srivastava
Sherry Shi
Shikhar Singh
Shima Asaadi
S. Gu
Shubh Pachchigar
Shubham Toshniwal
Shyam Upadhyay
Shyamolima Debnath
Debnath
Siamak Shakeri
Simon Thormeyer
Simone Melzi
Siva Reddy
S. Makini
Soo-hwan Lee
Spencer Bradley Torene
Sriharsha Hatwar
S. Dehaene
Stefan Divic
Stefano Ermon
Stella Biderman
Stephanie Lin
Stephen Prasad
Steven T Piantadosi
Stuart M. Shieber
Summer Misherghi
S. Kiritchenko
Swaroop Mishra
Tal Linzen
Tal Schuster
Tao Li
Tao Yu
Tariq Ali
Tatsunori Hashimoto
Te-Lin Wu
T. Desbordes
Theodore Rothschild
Thomas Phan
Tianle Wang
Tiberius Nkinyili
Timo Schick
T. Kornev
T. Tunduny
Tobias Gerstenberg
T. Chang
Trishala Neeraj
Tushar Khot
Tyler Shultz
Uri Shaham
Vedant Misra
Vera Demberg
Victoria Nyamai
Vikas Raunak
V. Ramasesh
Vinay Uday Prabhu
Vishakh Padmakumar
Vivek Srikumar
W. Fedus
William Saunders
William Zhang
Wout Vossen
Xiang Ren
Xiaoyu Tong
Xinran Zhao
Xinyi Wu
Xudong Shen
Yadollah Yaghoobzadeh
Yair Lakretz
Yangqiu Song
Yasaman Bahri
Yejin Choi
Yichi Yang
Yiding Hao
Yifu Chen
Yonatan Belinkov
Yu Hou
Yufang Hou
Yuntao Bai
Zachary Seid
Zhuoye Zhao
Zijian Wang
Zijie J. Wang
Zirui Wang
Ziyi Wu
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"Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models"
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