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Defining the technology of today and tomorrow.

Philosophy

We strive to create an environment conducive to many different types of research across many different time scales and levels of risk.
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Philosophy

People

Our researchers drive advancements in computer science through both fundamental and applied research.
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People
Research areas

Explore all research areas

Explore all research areas

Foundational ML & Algorithms

Algorithms & Theory

Data Management

Data Mining & Modeling

Information Retrieval & the Web

Machine Intelligence

Machine Perception

Machine Translation

Natural Language Processing

Speech Processing

Algorithms & Theory

Data Management

Data Mining & Modeling

Information Retrieval & the Web

Machine Intelligence

Machine Perception

Machine Translation

Natural Language Processing

Speech Processing

Computing Systems & Quantum AI

Distributed Systems & Parallel Computing

Hardware & Architecture

Mobile Systems

Networking

Quantum Computing

Robotics

Security, Privacy, & Abuse Prevention

Software Engineering

Software Systems

Distributed Systems & Parallel Computing

Hardware & Architecture

Mobile Systems

Networking

Quantum Computing

Robotics

Security, Privacy, & Abuse Prevention

Software Engineering

Software Systems

Science, AI & Society

Climate & Sustainability

Economics & Electronic Commerce

Education Innovation

General Science

Health & Bioscience

Human-Computer Interaction and Visualization

Climate & Sustainability

Economics & Electronic Commerce

Education Innovation

General Science

Health & Bioscience

Human-Computer Interaction and Visualization
Projects

We regularly open-source projects with the broader research community and apply our developments to Google products.
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Projects

Publications

Publishing our work allows us to share ideas and work collaboratively to advance the field of computer science.
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Publications

Resources

We make products, tools, and datasets available to everyone with the goal of building a more collaborative ecosystem.
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Resources
Shaping the future, together.
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Student programs

Supporting the next generation of researchers through a wide range of programming.
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Student programs

Faculty programs

Participating in the academic research community through meaningful engagement with university faculty.
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Faculty programs

Conferences & events

Connecting with the broader research community through events is essential for creating progress in every aspect of our work.
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Conferences & events

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Careers
Blog

Kelvin Guu

Research Areas

Authored Publications

Google

Dialog Inpainting: Turning Documents into Dialogs

Aida Amini

Arun Tejasvi Chaganty

Kelvin Guu

Mike Green

Qazi Mamunur Rashid

Vincent Zhao

Zhuyun Dai

arXiv preprint (2022)

Finetuned Language Models are Zero-Shot Learners

Jason Wei

Maarten Paul Bosma

Vincent Zhao

Kelvin Guu

Adams Wei Yu

Brian Lester

Nan Du

Andrew Mingbo Dai

Quoc V. Le

International Conference on Learning Representations (2022)

Unlocking Compositional Generalization in Pre-trained ModelsUsing Intermediate Representations

Ice Pasupat

Jonathan Herzig

Kelvin Guu

Ming-Wei Chang

Pete Shaw

Yuan Zhang

(2021)

Controllable Semantic Parsing via Retrieval Augmentation

Ice Pasupat

Yuan Zhang

Kelvin Guu

EMNLP (2021)

Retrieval Augmented Language Model Pre-Training

Kelvin Guu

Kenton Lee

Zora Tung

Panupong Pasupat

Ming-Wei Chang

Proceedings of the 37th International Conference on Machine Learning (2020) (to appear)

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