2023

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.

[DOI]

Aarohi Srivastava

,

Abhinav Rastogi

,

,

Abu Awal Md Shoeb

,

,

,

,

,

,

Adrià Garriga-Alonso

,

Agnieszka Kluska

,

Aitor Lewkowycz

,

,

,

,

,

Alexander W. Kocurek

,

,

,

,

,

,

,

,

,

,

,

Anantharaman S. Iyer

,

Anders Andreassen

,

,

Andrea Santilli

,

Andreas Stuhlmüller

,

,

,

Andrew K. Lampinen

,

,

,

,

,

,

,

Antonio Norelli

,

,

Arash Gholamidavoodi

,

,

,

Arun Kirubarajan

,

Asher Mullokandov

,

Ashish Sabharwal

,

,

,

,

,

B. Ryan Roberts

,

,

,

Bartlomiej Bojanowski

,

Batuhan Özyurt

,

Behnam Hedayatnia

,

Behnam Neyshabur

,

,

,

,

Bill Yuchen Lin

,

,

,

,

,

Catherine Stinson

,

Cedrick Argueta

,

Cèsar Ferri Ramírez

,

,

Charles Rathkopf

,

,

,

,

Chris Callison-Burch

,

,

Christian Voigt

,

Christopher D. Manning

,

Christopher Potts

,

,

Clara E. Rivera

,

,

,

Courtney Ashcraft

,

Cristina Garbacea

,

,

,

,

,

,

,

Daniel Khashabi

,

,

Daniel Moseguí González

,

Danielle Perszyk

,

Danny Hernandez

,

,

Daphne Ippolito

,

,

,

,

,

Debajyoti Datta

,

,

,

,

,

,

,

,

,

,

Dimitri Coelho Mollo

,

,

,

,

Ekaterina Shutova

,

Ekin Dogus Cubuk

,

,

Eleanor Hagerman

,

Elizabeth Barnes

,

Elizabeth Donoway

,

,

Emanuele Rodolà

,

,

,

,

,

,

,

,

Ethan J. Jerzak

,

,

Eunice Engefu Manyasi

,

Evgenii Zheltonozhskii

,

,

,

Fernando Martínez-Plumed

,

Francesca Happé

,

François Chollet

,

,

,

Genta Indra Winata

,

,

Germán Kruszewski

,

Giambattista Parascandolo

,

Giorgio Mariani

,

,

Gonzalo Jaimovitch-López

,

,

,

Hana Galijasevic

,

,

,

Hannaneh Hajishirzi

,

,

,

,

Hinrich Schütze

,

,

,

,

,

,

,

Jack Geissinger

,

Jackson Kernion

,

,

,

Jaime Fernández Fisac

,

,

,

,

,

,

,

Janelle Wingfield

,

,

,

Jascha Sohl-Dickstein

,

,

,

,

Jekaterina Novikova

,

,

,

,

,

,

,

,

,

,

,

,

,

,

Jonathan Batchelder

,

Jonathan Berant

,

,

,

José Hernández-Orallo

,

Joseph Boudeman

,

,

,

Joshua B. Tenenbaum

,

,

,

,

,

,

Karthik Gopalakrishnan

,

Katerina Ignatyeva

,

,

Kaustubh D. Dhole

,

,

,

Kory W. Mathewson

,

Kristen Chiafullo

,

Ksenia Shkaruta

,

,

,

Kyle Richardson

,

,

,

,

,

,

Lidia Contreras Ochando

,

Louis-Philippe Morency

,

,

,

,

,

,

Luis Oliveros Colón

,

,

Lütfi Kerem Senel

,

,

,

Maartje ter Hoeve

,

,

,

,

,

,

,

María José Ramírez-Quintana

,

,

Mario Giulianelli

,

,

Martin Potthast

,

Matthew L. Leavitt

,

,

Mátyás Schubert

,

Medina Baitemirova

,

,

Melvin McElrath

,

,

,

,

Michael I. Ivanitskiy

,

Michael Starritt

,

,

Michal Swedrowski

,

Michele Bevilacqua

,

Michihiro Yasunaga

,

,

,

,

,

,

,

,

Moin Aminnaseri

,

,

,

Mukund Varma T.

,

,

,

,

Neta Gur-Ari Krakover

,

Nicholas Cameron

,

Nicholas Roberts

,

,

Nicole Martinez

,

,

,

Niklas Muennighoff

,

Nitish Shirish Keskar

,

,

,

,

,

,

,

Omar Elbaghdadi

,

,

,

Pablo Antonio Moreno Casares

,

,

,

,

,

Pegah Alipoormolabashi

,

,

,

,

Peter Eckersley

,

,

,

Piotr Milkowski

,

,

Pouya Pezeshkpour

,

,

,

,

,

,

Rachel Etta Rudolph

,

,

,

,

Raphaël Millière

,

,

,

,

,

Robbe Raymaekers

,

,

,

,

,

,

,

,

,

Ruslan Salakhutdinov

,

,

,

,

,

,

,

Saif M. Mohammad

,

,

,

,

,

Samuel Gruetter

,

Samuel R. Bowman

,

Samuel S. Schoenholz

,

,

,

,

Sarik Ghazarian

,

,

,

Sebastian Bischoff

,

Sebastian Gehrmann

,

Sebastian Schuster

,

Sepideh Sadeghi

,

,

,

Shashank Srivastava

,

,

,

,

Shixiang Shane Gu

,

Shubh Pachchigar

,

Shubham Toshniwal

,

,

Shyamolima (Shammie) Debnath

,

,

Simon Thormeyer

,

,

,

Sneha Priscilla Makini

,

,

,

Sriharsha Hatwar

,

Stanislas Dehaene

,

,

,

Stella Biderman

,

,

,

Steven T. Piantadosi

,

Stuart M. Shieber

,

Summer Misherghi

,

Svetlana Kiritchenko

,

,

,

,

,

,

,

Tatsu Hashimoto

,

,

Théo Desbordes

,

Theodore Rothschild

,

,

,

Tiberius Nkinyili

,

,

,

,

Tobias Gerstenberg

,

,

Trishala Neeraj

,

,

,

,

,

,

Victoria Nyamai

,

,

Vinay V. Ramasesh

,

Vinay Uday Prabhu

,

Vishakh Padmakumar

,

,

,

William Saunders

,

,

,

,

,

,

,

,

Yadollah Yaghoobzadeh

,

,

,

,

,

,

,

,

Yonatan Belinkov

,

,

,

,

,

,

,

,

,

Trans. Mach. Learn. Res., 2023

2021

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation.

[DOI]

Kaustubh D. Dhole

,

,

Sebastian Gehrmann

,

,

,

,

Abinaya Mahendiran

,

,

Ashish Srivastava

,

,

,

Jascha Sohl-Dickstein

,

,

,

,

Sebastian Ruder

,

,

,

,

,

,

Ian Berlot-Attwell

,

,

,

Marco Antonio Sobrevilla Cabezudo

,

Samuel Cahyawijaya

,

,

,

Mukund Choudhary

,

Christian Clauss

,

,

,

,

,

,

Thomas Dopierre

,

Paul-Alexis Dray

,

,

Tatiana Ekeinhor

,

Marco Di Giovanni

,

,

,

,

,

Fabrice Harel-Canada

,

,

,

Przemyslaw K. Joniak

,

,

Venelin Kovatchev

,

Kalpesh Krishna

,

,

,

Seungjae Ryan Lee

,

Corey James Levinson

,

,

,

,

Andrey Lukyanenko

,

Vukosi Marivate

,

,

,

,

,

Nafise Sadat Moosavi

,

Niklas Muennighoff

,

Timothy Sum Hon Mun

,

,

,

,

,

Nivranshu Pasricha

,

,

,

,

,

,

,

Pawan Kumar Rajpoot

,

,

,

Nicholas Roberts

,

Juan Diego Rodriguez

,

,

Paulo Henrique Santos Vasconcellos

,

,

Robin M. Schmidt

,

,

Tshephisho Sefara

,

,

,

,

,

,

,

,

,

,

,

,

Taylor Sorensen

,

,

Aman Srivastava

,

K. V. Aditya Srivatsa

,

,

Mukund Varma T.

,

,

Fiona Anting Tan

,

,

,

,

,

,

,

,

,

,

Genta Indra Winata

,

,

Witold Wydmanski

,

,

,

,

,

CoRR, 2021

2020

Anomaly Detection with SDAE.

[DOI]

,

,

CoRR, 2020