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DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research

DR Tulu Authors
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DR Tulu for Deep Research

Authors

♡ Joint first authors, † Core contributors

Rulin Shao♡†

University of Washington

Akari Asai♡†

Allen Institute for AI, Carnegie Mellon University

Shannon Zejiang Shen♡†

Massachusetts Institute of Technology

Hamish Ivison♡†

University of Washington, Allen Institute for AI

Varsha Kishore†

University of Washington, Allen Institute for AI

Jingming Zhuo†

University of Washington

Xinran Zhao

Carnegie Mellon University

Molly Park

University of Washington

Samuel Finlayson

University of Washington, Seattle Children's Hospital

David Sontag

Massachusetts Institute of Technology

Tyler Murray

Allen Institute for AI

Sewon Min

Allen Institute for AI, University of California, Berkeley

Pradeep Dasigi

Allen Institute for AI

Luca Soldaini

Allen Institute for AI

Faeze Brahman

Allen Institute for AI

Wen-tau Yih

University of Washington

Tongshuang Wu

Carnegie Mellon University

Luke Zettlemoyer

University of Washington

Yoon Kim

Massachusetts Institute of Technology

Hannaneh Hajishirzi

University of Washington, Allen Institute for AI

Pang Wei Koh

University of Washington, Allen Institute for AI

See full author contributions in paper