🧑🔬 People (205)Authors with a page here who worked or studied at University of California, Berkeley: first those whose cited work was done most here; beside each, their citations.
Core (68) Confirmed by their records, or by their bylines here with a fair part of their work.
Ross Girshick 2012–2019 on 23 papers 10 papers here · 125,678 citations Trevor Darrell current · 2008–2026 on 415 papers · employment (Wikidata) 8 papers here · 43,407 citations Jeff Donahue 2011–2017 on 25 papers 4 papers here · 41,397 citations Michael I. Jordan current · 1999–2026 on 716 papers 2 papers here · 32,366 citations David M. Blei 2001–2012 on 15 papers · education (Wikidata) 4 papers here · 37,495 citations Dan Klein current · 2005–2026 on 247 papers 33 papers here · 20,732 citations Dawn Song current · 2000–2026 on 312 papers · employment (ORCID) 8 papers here · 10,423 citations Dan Hendrycks 2018–2025 on 31 papers 7 papers here · 10,969 citations Slav Petrov 2006–2009 on 12 papers 13 papers here · 18,720 citations Eric Wallace 2019–2022 on 19 papers 12 papers here · 11,062 citations Lisa Anne Hendricks 2014–2021 on 26 papers 4 papers here · 7,196 citations Kelvin Xu current · 2018–2024 on 7 papers 5 papers here · 15,588 citations Jacob Steinhardt current · 2016–2026 on 71 papers 8 papers here · 8,144 citations Saurav Kadavath 2019–2022 on 7 papers 5 papers here · 6,574 citations Sergio Guadarrama 2011–2017 on 19 papers 2 papers here · 5,112 citations Xinyun Chen 2017–2023 on 34 papers 4 papers here · 9,676 citations Collin Burns 2020–2022 on 9 papers 6 papers here · 7,055 citations Aviral Kumar 2018–2025 on 39 papers 3 papers here · 6,716 citations Marcus Rohrbach 2014–2021 on 38 papers 5 papers here · 5,980 citations Andy Zou 2020–2023 on 5 papers 4 papers here · 7,258 citations Matei Zaharia current · 2008–2026 on 109 papers · education (ORCID) · education (Wikidata) · employment (ORCID) 7 papers here · 7,836 citations Sheng Shen 2018–2024 on 27 papers 5 papers here · 3,472 citations Joseph E. Gonzalez current · 2013–2026 on 191 papers · employment (ORCID) 9 papers here · 3,216 citations Jacob Andreas 2014–2022 on 27 papers · education (Wikidata) 12 papers here · 4,853 citations Ion Stoica current · 2001–2026 on 442 papers · employment (ORCID) 8 papers here · 3,036 citations Also published with this affiliation (137) Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.
Oriol Vinyals 2008–2014 on 15 papers 13 papers here · 84,926 citations Percy Liang 2006–2018 on 28 papers · education (Wikidata) 32 papers here · 38,678 citations Holger Schwenk 2023 on 2 papers 12 papers here · 36,323 citations Steven Basart 2020 on 2 papers 5 papers here · 7,437 citations Sameer Singh 2020 on 3 papers 14 papers here · 8,012 citations Amanpreet Singh 2020–2023 on 2 papers 5 papers here · 10,493 citations Akul Arora current · 2021 on 1 paper 2 papers here · 2,756 citations Daniel Gildea 1995–2003 on 5 papers 12 papers here · 8,856 citations Mohit Bansal 2009–2013 on 10 papers 20 papers here · 16,755 citations Kevin Heffernan 2023 on 2 papers 2 papers here · 2,340 citations Jean Maillard 2023–2024 on 3 papers 2 papers here · 3,192 citations Cade Gordon current · 2023–2024 on 3 papers 2 papers here · 2,150 citations Guillaume Wenzek 2023 on 2 papers 2 papers here · 3,988 citations Loïc Barrault 2023 on 2 papers 12 papers here · 7,873 citations Hao Liu 2023 on 3 papers 2 papers here · 2,364 citations Preslav Nakov 2003–2015 on 23 papers · education (ORCID) · education (Wikidata) 32 papers here · 13,932 citations Yejin Choi 2023–2025 on 3 papers 48 papers here · 27,882 citations Noah A. Smith 2023–2025 on 4 papers 61 papers here · 27,685 citations Sewon Min current · 2025–2026 on 14 papers 11 papers here · 11,266 citations Changhan Wang 2023 on 2 papers 5 papers here · 2,923 citations Maarten Sap 2021 on 2 papers 12 papers here · 9,429 citations Juan Pino 2023 on 2 papers 6 papers here · 3,886 citations Nathaniel Li 2023–2024 on 2 papers 3 papers here · 1,045 citations Suchin Gururangan 2021 on 2 papers 3 papers here · 4,028 citations Swabha Swayamdipta 2021–2023 on 4 papers 10 papers here · 5,354 citations The first 25; all on the full list below.
See all 205 people →
📄 Works in our library (107)The most cited first (OpenAlex citations plus our library's).
SciPy 1.0 — Fundamental Algorithms for Scientific Computing in Python Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al. 2019 · 38,317 citations Rich feature hierarchies for accurate object detection and semantic segmentation Ross Girshick, Jeff Donahue, Trevor Darrell, et al. 2013 · 31,715 citations Latent Dirichlet Allocation David M. Blei, Andrew Y. Ng, Michael I. Jordan 2003 · 28,297 citations Array Programming with NumPy Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al. 2020 · 23,591 citations Bagging Predictors Leo Breiman 1996 · 16,493 citations Politeness: Some Universals in Language Usage Penelope Brown, Stephen C. Levinson, John J. Gumperz 1987 · 10,545 citations Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia, Evan Shelhamer, Jeff Donahue, et al. 2014 · 4,064 citations Measuring Massive Multitask Language Understanding Dan Hendrycks, Collin Burns, Steven Basart, et al. 2020 · 3,489 citations Scalable Diffusion Models with Transformers William Peebles, Saining Xie 2022 · 2,595 citations Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu, Kevin Lin, John Hewitt, et al. 2023 · 2,540 citations Measuring Mathematical Problem Solving With the MATH Dataset Dan Hendrycks, Collin Burns, Saurav Kadavath, et al. 2021 · 2,318 citations Automatic Labeling of Semantic Roles Daniel Gildea, Daniel Jurafsky 2002 · 2,216 citations Probabilistic Latent Semantic Analysis Thomas Hofmann 1999 · 2,145 citations AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin, Yasaman Razeghi, Robert L. Logan IV, et al. 2020 · 1,879 citations Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui, Dong Huk Park, Daylen Yang, et al. 2016 · 1,642 citations Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Sohl-Dickstein, Eric A. Weiss, Niru Maheswaranathan, et al. 2015 · 1,588 citations Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh, Albert Webson, Colin Raffel, et al. 2021 · 1,577 citations Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts George Lakoff 1973 · 1,486 citations Learning Accurate, Compact, and Interpretable Tree Annotation Slav Petrov, Leon Barrett, Romain Thibaux, et al. 2006 · 1,242 citations Neural Module Networks Jacob Andreas, Marcus Rohrbach, Trevor Darrell, et al. 2015 · 1,075 citations Improved Inference for Unlexicalized Parsing Slav Petrov, Dan Klein 2007 · 941 citations Extracting Training Data from Large Language Models Nicholas Carlini, Florian Tramer, Eric Wallace, et al. 2020 · 901 citations Calibrate Before Use: Improving Few-Shot Performance of Language Models Tony Z. Zhao, Eric Wallace, Shi Feng, et al. 2021 · 791 citations Reformer: The Efficient Transformer Nikita Kitaev, Łukasz Kaiser, Anselm Levskaya 2020 · 774 citations Constituency Parsing with a Self-Attentive Encoder Nikita Kitaev, Dan Klein 2018 · 759 citations See all 107 works →
🧭 TopicsTopics of its works in our library, with the number of works on each.
🧠 Language models & pretraining ( 23) 🔗 Coreference resolution ( 9) 🔁 Machine translation ( 5) 📏 Evaluation & benchmarks ( 5) 🎭 Semantic role labeling ( 4) 🌍 Multilingual & cross-lingual NLP ( 4) 📐 Syntax & grammar formalisms ( 4) 🖼️ Vision & language ( 4) 📝 Summarization ( 3) 🪶 Efficient models & compression ( 3) ❓ Question answering ( 2) ✍️ Text generation ( 2) 🎙️ Speech & spoken language ( 2) 🧮 Reasoning ( 2) ✂️ Tokenization & segmentation ( 2)
7 more topics 🔤 Part-of-speech tagging ( 1) 🌱 Low-resource languages ( 1) 🧩 Morphology ( 1) 💻 Code & programming languages ( 1) ⚖️ Legal AI ( 1) 🐪 Semitic languages ( 1) 🛡️ Bias, fairness & safety ( 1)
📚 Fields💬 Natural language processing ( 37) 🗣️ Linguistics & languages ( 32) 🤖 AI & machine learning ( 10) 🖥️ Computing & GPUs ( 8) ➗ Mathematics & statistics ( 7) 🌐 Machine translation ( 4) 👁️ Vision, graphics & robotics ( 1) ⚖️ Law ( 1)
🤝 Collaborates withInstitutions on the bylines of the same works here; the number is the works they share.
Google16 Stanford University14 Carnegie Mellon University11 University of Cambridge7 Massachusetts Institute of Technology7 University of Chicago7 University of Washington6 Microsoft6 University of Illinois Urbana-Champaign6 Cornell University6 International Computer Science Institute6 New York University5
🏛️ Parent and unitsPart of University of California System
Units Chan Zuckerberg Biohub San Francisco Innovative Genomics Institute Institute of International Studies Pacific Earthquake Engineering Research Center Space Sciences Laboratory Tsinghua–Berkeley Shenzhen Institute
Related International Computer Science Institute C3.ai Digital Transformation Institute Graduate Theological Union Kaiser Permanente Oakland Medical Center
From the Research Organization Registry (ROR); those with a page here are linked.
Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at University of California, Berkeley; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.
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