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Teaching language models to support answers with verified quotes



Jacob Menick , Maja Trebacz , Vladimir Mikulik , John Aslanides , Francis Song , Martin Chadwick , Mia Glaese , Susannah Young , Lucy Campbell-Gillingham , Geoffrey Irving , Nat McAleese


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Red Teaming Language Models with Language Models



Ethan Perez , Saffron Huang , Francis Song , Trevor Cai , Roman Ring , John Aslanides , Amelia Glaese , Nat McAleese , Geoffrey Irving


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Scaling Language Models: Methods, Analysis & Insights from Training Gopher



Jack W. Rae , Sebastian Borgeaud , Trevor Cai , Katie Millican , Jordan Hoffmann , Francis Song , John Aslanides , Sarah Henderson , Roman Ring , Susannah Young , Eliza Rutherford , Tom Hennigan , Jacob Menick , Albin Cassirer , Richard Powell , George van den Driessche , Lisa Anne Hendricks , Maribeth Rauh , Po-Sen Huang , Amelia Glaese , Johannes Welbl , Sumanth Dathathri , Saffron Huang , Jonathan Uesato , John Mellor , Irina Higgins , Antonia Creswell , Nat McAleese , Amy Wu , Erich Elsen , Siddhant Jayakumar , Elena Buchatskaya , David Budden , Esme Sutherland , Karen Simonyan , Michela Paganini , Laurent Sifre , Lena Martens , Xiang Lorraine Li , Adhiguna Kuncoro , Aida Nematzadeh , Elena Gribovskaya , Domenic Donato , Angeliki Lazaridou , Arthur Mensch , Jean-Baptiste Lespiau , Maria Tsimpoukelli , Nikolai Grigorev , Doug Fritz , Thibault Sottiaux , Mantas Pajarskas , Toby Pohlen , Zhitao Gong , Daniel Toyama , Cyprien de Masson d'Autume , Yujia Li , Tayfun Terzi , Vladimir Mikulik , Igor Babuschkin , Aidan Clark , Diego de Las Casas , Aurelia Guy , Chris Jones , James Bradbury , Matthew Johnson , Blake Hechtman , Laura Weidinger , Iason Gabriel , William Isaac , Ed Lockhart , Simon Osindero , Laura Rimell , Chris Dyer , Oriol Vinyals , Kareem Ayoub , Jeff Stanway , Lorrayne Bennett , Demis Hassabis , Koray Kavukcuoglu , Geoffrey Irving

* 118 pages 

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Open-Ended Learning Leads to Generally Capable Agents



Open Ended Learning Team , Adam Stooke , Anuj Mahajan , Catarina Barros , Charlie Deck , Jakob Bauer , Jakub Sygnowski , Maja Trebacz , Max Jaderberg , Michael Mathieu , Nat McAleese , Nathalie Bradley-Schmieg , Nathaniel Wong , Nicolas Porcel , Roberta Raileanu , Steph Hughes-Fitt , Valentin Dalibard , Wojciech Marian Czarnecki


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