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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

Harrison Lee

Harrison Lee

Research Areas

Authored Publications

Google

Conversational Recommendation as Retrieval: A Simple, Strong Baseline

Raghav Gupta

Renat Aksitov

Samrat Phatale

Simral Chaudhary

Harrison Lee

Abhinav Rastogi

5th Workshop on NLP for Conversational AI (2023)

SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems

Harrison Lee

Raghav Gupta

Abhinav Kumar Rastogi

Yuan Cao

Bin Zhang

Yonghui Wu

AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence (2022)

Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue

Raghav Gupta

Harrison Lee

Jeffrey Zhao

Abhinav Kumar Rastogi

Yuan Cao

Yonghui Wu

NAACL 2022 (2022)

Description-Driven Task-Oriented Dialog Modeling

Yuan Cao

Raghav Gupta

Jeffrey Zhao

Dian Yu

Mingqiu Wang

Harrison Lee

Abhinav Kumar Rastogi

Izhak Shafran

Yonghui Wu

2022

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