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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.
Learn more about our Faculty programs

Faculty programs

Conferences & events

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

Conferences & events

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Careers
Blog

Jonathan Mallinson

Research Areas

Natural Language Processing

Authored Publications

Google

Text Generation with Text-Editing Models

Aleksandr Chuklin

Aliaksei Severyn

Daniil Mirylenka

Eric Emil Malmi

Felix Stahlberg

Jakub Adamek

Jonathan Stephen Mallinson

Sebastian Krause

Shankar Kumar

Yue Dong

Proceedings of NAACL 2022, ACL

RED-ACE: Robust Error Detection for ASR using Confidence Embeddings

Zorik Gekhman

Dina Zverinski

Jonathan Stephen Mallinson

Genady Beryozkin

EMNLP (2022)

Grammatical Error Correction Using Large Multilingual Language Models

Aliaksei Severyn

Eric Emil Malmi

Jonathan Stephen Mallinson

Sascha Rothe

Sebastian Krause

ACL (2021)

FELIX: Flexible Text-Editing through Tagging and Insertion

Aliaksei Severyn

Eric Emil Malmi

Guillermo Garrido

Jonathan Stephen Mallinson

EMNLP (2020)

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