Researcher

Percy Liang

Percy Liang is a Stanford professor whose work connects language models, evaluation, and a public record of how research is done. He studied at MIT, completed a Berkeley doctorate with Michael Jordan and Dan Klein, and worked as a Google postdoctoral researcher. At Stanford, he created CodaLab Worksheets to keep experiments and their origins traceable. He contributed to the broad foundation-models report and coauthored HELM, which examines models across several scenarios and measures. In 2024, Liang and David Hall started Marin at Stanford; its current development credits Open Athena and community contributors. Liang also teaches Language Modeling from Scratch with Tatsunori Hashimoto. His projects give researchers and learners ways to inspect the data, methods, and tests behind a model.

Works
458

Publication numbers from OpenAlex, as of 14 October 2026. Citations and h-index are hidden because this OpenAlex record may be incomplete or mix in other authors.

Photo of Percy Liang

Timeline

  1. 2004–2012

    Education and research

    MIT degrees lead to a Berkeley doctorate in 2011 and a Google postdoctoral role in 2012.

  2. Stanford

    CodaLab Worksheets

    Liang creates tools for managing experiments and tracing results back to code and data.

  3. 2021

    Foundation models

    He joins an interdisciplinary team studying broadly trained models and their technical and social effects.

  4. 2022

    HELM

    The team evaluates language models across scenarios and multiple measures.

  5. From 2024

    Marin

    Liang and David Hall start an open research project, now developed by Open Athena and community contributors.

  6. Spring 2026

    Teaching model building

    Liang and Tatsunori Hashimoto teach data, model construction, training, and evaluation from scratch.

Sources and credits

Photo: Percy Liang, Stanford personal page. License: Not stated by source. Source: cs.stanford.edu. Cropped to a square and resized. Ask us to remove or replace this photo.

  1. Liang: Stanford personal page cs.stanford.edu. Checked 10 October 2026.
  2. Bommasani and colleagues: foundation-model report, 2021 arxiv.org. Checked 10 October 2026.
  3. Liang and colleagues: HELM, 2022 arxiv.org. Checked 10 October 2026.
  4. Marin: project and history marin.community. Checked 10 October 2026.
  5. Stanford CS336: spring 2026 course cs336.stanford.edu. Checked 10 October 2026.