---
title: "University of California, Berkeley — research, people and"
description: "University of California, Berkeley (Berkeley, United States): 107 works on the Elamur Research site, 68 people with a page, 205,102 citations; its…"
canonical: "https://research.elamur.ai/free/en/universities/university-of-california-berkeley/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/universities/university-of-california-berkeley/)

[home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [universities](https://md.research.elamur.ai/free/en/universities/) / University of California, Berkeley

# University of California, Berkeley

University · UCB [Berkeley](https://md.research.elamur.ai/free/en/agglomerations/san-francisco/), [United States](https://md.research.elamur.ai/free/en/countries/united-states/)in the agglomeration of [San Francisco Bay Area](https://md.research.elamur.ai/free/en/agglomerations/san-francisco/)

- [Website](https://www.berkeley.edu)
- [ROR](https://ror.org/01an7q238)
- [OpenAlex](https://openalex.org/I95457486)
- [Wikidata](https://www.wikidata.org/wiki/Q168756)

[**107** works in our library](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/works/) · [**205** people with a page](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/authors/) · [**205,102** citations of these works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/works/) · [**27,012** citations in our library](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/works/)

## 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.

1. [**Ross Girshick**2012–2019 on 23 papers*10 papers here · 125,678 citations*](https://md.research.elamur.ai/free/en/authors/ross-girshick/)
2. [**Trevor Darrell**current · 2008–2026 on 415 papers · employment (Wikidata)*8 papers here · 43,407 citations*](https://md.research.elamur.ai/free/en/authors/trevor-darrell/)
3. [**Jeff Donahue**2011–2017 on 25 papers*4 papers here · 41,397 citations*](https://md.research.elamur.ai/free/en/authors/jeff-donahue/)
4. [**Michael I. Jordan**current · 1999–2026 on 716 papers*2 papers here · 32,366 citations*](https://md.research.elamur.ai/free/en/authors/michael-i-jordan/)
5. [**David M. Blei**2001–2012 on 15 papers · education (Wikidata)*4 papers here · 37,495 citations*](https://md.research.elamur.ai/free/en/authors/david-m-blei/)
6. [**Dan Klein**current · 2005–2026 on 247 papers*33 papers here · 20,732 citations*](https://md.research.elamur.ai/free/en/authors/dan-klein/)
7. [**Dawn Song**current · 2000–2026 on 312 papers · employment (ORCID)*8 papers here · 10,423 citations*](https://md.research.elamur.ai/free/en/authors/dawn-song/)
8. [**Dan Hendrycks**2018–2025 on 31 papers*7 papers here · 10,969 citations*](https://md.research.elamur.ai/free/en/authors/dan-hendrycks/)
9. [**Slav Petrov**2006–2009 on 12 papers*13 papers here · 18,720 citations*](https://md.research.elamur.ai/free/en/authors/slav-petrov/)
10. [**Eric Wallace**2019–2022 on 19 papers*12 papers here · 11,062 citations*](https://md.research.elamur.ai/free/en/authors/eric-wallace/)
11. [**Lisa Anne Hendricks**2014–2021 on 26 papers*4 papers here · 7,196 citations*](https://md.research.elamur.ai/free/en/authors/lisa-anne-hendricks/)
12. [**Kelvin Xu**current · 2018–2024 on 7 papers*5 papers here · 15,588 citations*](https://md.research.elamur.ai/free/en/authors/kelvin-xu/)
13. [**Jacob Steinhardt**current · 2016–2026 on 71 papers*8 papers here · 8,144 citations*](https://md.research.elamur.ai/free/en/authors/jacob-steinhardt/)
14. [**Saurav Kadavath**2019–2022 on 7 papers*5 papers here · 6,574 citations*](https://md.research.elamur.ai/free/en/authors/saurav-kadavath/)
15. [**Sergio Guadarrama**2011–2017 on 19 papers*2 papers here · 5,112 citations*](https://md.research.elamur.ai/free/en/authors/sergio-guadarrama/)
16. [**Xinyun Chen**2017–2023 on 34 papers*4 papers here · 9,676 citations*](https://md.research.elamur.ai/free/en/authors/xinyun-chen/)
17. [**Collin Burns**2020–2022 on 9 papers*6 papers here · 7,055 citations*](https://md.research.elamur.ai/free/en/authors/collin-burns/)
18. [**Aviral Kumar**2018–2025 on 39 papers*3 papers here · 6,716 citations*](https://md.research.elamur.ai/free/en/authors/aviral-kumar/)
19. [**Marcus Rohrbach**2014–2021 on 38 papers*5 papers here · 5,980 citations*](https://md.research.elamur.ai/free/en/authors/marcus-rohrbach/)
20. [**Andy Zou**2020–2023 on 5 papers*4 papers here · 7,258 citations*](https://md.research.elamur.ai/free/en/authors/andy-zou/)
21. [**Matei Zaharia**current · 2008–2026 on 109 papers · education (ORCID) · education (Wikidata) · employment (ORCID)*7 papers here · 7,836 citations*](https://md.research.elamur.ai/free/en/authors/matei-zaharia/)
22. [**Sheng Shen**2018–2024 on 27 papers*5 papers here · 3,472 citations*](https://md.research.elamur.ai/free/en/authors/sheng-shen/)
23. [**Joseph E. Gonzalez**current · 2013–2026 on 191 papers · employment (ORCID)*9 papers here · 3,216 citations*](https://md.research.elamur.ai/free/en/authors/joseph-e-gonzalez/)
24. [**Jacob Andreas**2014–2022 on 27 papers · education (Wikidata)*12 papers here · 4,853 citations*](https://md.research.elamur.ai/free/en/authors/jacob-andreas/)
25. [**Ion Stoica**current · 2001–2026 on 442 papers · employment (ORCID)*8 papers here · 3,036 citations*](https://md.research.elamur.ai/free/en/authors/ion-stoica/)

**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.

69. [**Oriol Vinyals**2008–2014 on 15 papers*13 papers here · 84,926 citations*](https://md.research.elamur.ai/free/en/authors/oriol-vinyals/)
70. [**Percy Liang**2006–2018 on 28 papers · education (Wikidata)*32 papers here · 38,678 citations*](https://md.research.elamur.ai/free/en/authors/percy-liang/)
71. [**Holger Schwenk**2023 on 2 papers*12 papers here · 36,323 citations*](https://md.research.elamur.ai/free/en/authors/holger-schwenk/)
72. [**Steven Basart**2020 on 2 papers*5 papers here · 7,437 citations*](https://md.research.elamur.ai/free/en/authors/steven-basart/)
73. [**Sameer Singh**2020 on 3 papers*14 papers here · 8,012 citations*](https://md.research.elamur.ai/free/en/authors/sameer-singh/)
74. [**Amanpreet Singh**2020–2023 on 2 papers*5 papers here · 10,493 citations*](https://md.research.elamur.ai/free/en/authors/amanpreet-singh/)
75. [**Akul Arora**current · 2021 on 1 paper*2 papers here · 2,756 citations*](https://md.research.elamur.ai/free/en/authors/akul-arora/)
76. [**Daniel Gildea**1995–2003 on 5 papers*12 papers here · 8,856 citations*](https://md.research.elamur.ai/free/en/authors/daniel-gildea/)
77. [**Mohit Bansal**2009–2013 on 10 papers*20 papers here · 16,755 citations*](https://md.research.elamur.ai/free/en/authors/mohit-bansal/)
78. [**Kevin Heffernan**2023 on 2 papers*2 papers here · 2,340 citations*](https://md.research.elamur.ai/free/en/authors/kevin-heffernan/)
79. [**Jean Maillard**2023–2024 on 3 papers*2 papers here · 3,192 citations*](https://md.research.elamur.ai/free/en/authors/jean-maillard/)
80. [**Cade Gordon**current · 2023–2024 on 3 papers*2 papers here · 2,150 citations*](https://md.research.elamur.ai/free/en/authors/cade-gordon/)
81. [**Guillaume Wenzek**2023 on 2 papers*2 papers here · 3,988 citations*](https://md.research.elamur.ai/free/en/authors/guillaume-wenzek/)
82. [**Loïc Barrault**2023 on 2 papers*12 papers here · 7,873 citations*](https://md.research.elamur.ai/free/en/authors/loic-barrault/)
83. [**Hao Liu**2023 on 3 papers*2 papers here · 2,364 citations*](https://md.research.elamur.ai/free/en/authors/hao-liu/)
84. [**Preslav Nakov**2003–2015 on 23 papers · education (ORCID) · education (Wikidata)*32 papers here · 13,932 citations*](https://md.research.elamur.ai/free/en/authors/preslav-nakov/)
85. [**Yejin Choi**2023–2025 on 3 papers*48 papers here · 27,882 citations*](https://md.research.elamur.ai/free/en/authors/yejin-choi/)
86. [**Noah A. Smith**2023–2025 on 4 papers*61 papers here · 27,685 citations*](https://md.research.elamur.ai/free/en/authors/noah-a-smith/)
87. [**Sewon Min**current · 2025–2026 on 14 papers*11 papers here · 11,266 citations*](https://md.research.elamur.ai/free/en/authors/sewon-min/)
88. [**Changhan Wang**2023 on 2 papers*5 papers here · 2,923 citations*](https://md.research.elamur.ai/free/en/authors/changhan-wang/)
89. [**Maarten Sap**2021 on 2 papers*12 papers here · 9,429 citations*](https://md.research.elamur.ai/free/en/authors/maarten-sap/)
90. [**Juan Pino**2023 on 2 papers*6 papers here · 3,886 citations*](https://md.research.elamur.ai/free/en/authors/juan-pino/)
91. [**Nathaniel Li**2023–2024 on 2 papers*3 papers here · 1,045 citations*](https://md.research.elamur.ai/free/en/authors/nathaniel-li/)
92. [**Suchin Gururangan**2021 on 2 papers*3 papers here · 4,028 citations*](https://md.research.elamur.ai/free/en/authors/suchin-gururangan/)
93. [**Swabha Swayamdipta**2021–2023 on 4 papers*10 papers here · 5,354 citations*](https://md.research.elamur.ai/free/en/authors/swabha-swayamdipta/)

The first 25; all on the full list below.

[See all 205 people →](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/authors/)

## Works in our library (107)

The most cited first (OpenAlex citations plus our library's).

1. [**SciPy 1.0 — Fundamental Algorithms for Scientific Computing in Python**Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.*2019 · 38,317 citations*](https://md.research.elamur.ai/free/en/papers/virtanen-2019-scipy-1-0-fundamental-algorithms/)
2. [**Rich feature hierarchies for accurate object detection and semantic segmentation**Ross Girshick, Jeff Donahue, Trevor Darrell, et al.*2013 · 31,715 citations*](https://md.research.elamur.ai/free/en/papers/girshick-2013-rich-feature-hierarchies-accurate-object/)
3. [**Latent Dirichlet Allocation**David M. Blei, Andrew Y. Ng, Michael I. Jordan*2003 · 28,297 citations*](https://md.research.elamur.ai/free/en/papers/blei-2003-latent-dirichlet-allocation/)
4. [**Array Programming with NumPy**Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al.*2020 · 23,591 citations*](https://md.research.elamur.ai/free/en/papers/harris-2020-array-programming-numpy/)
5. [**Bagging Predictors**Leo Breiman*1996 · 16,493 citations*](https://md.research.elamur.ai/free/en/papers/breiman-1996-bagging-predictors/)
6. [**Politeness: Some Universals in Language Usage**Penelope Brown, Stephen C. Levinson, John J. Gumperz*1987 · 10,545 citations*](https://md.research.elamur.ai/free/en/papers/brown-1987-politeness-some-universals-language-usage/)
7. [**Caffe: Convolutional Architecture for Fast Feature Embedding**Yangqing Jia, Evan Shelhamer, Jeff Donahue, et al.*2014 · 4,064 citations*](https://md.research.elamur.ai/free/en/papers/jia-2014-caffe-convolutional-architecture-fast-feature/)
8. [**Measuring Massive Multitask Language Understanding**Dan Hendrycks, Collin Burns, Steven Basart, et al.*2020 · 3,489 citations*](https://md.research.elamur.ai/free/en/papers/hendrycks-2020-measuring-massive-multitask-language-understanding/)
9. [**Scalable Diffusion Models with Transformers**William Peebles, Saining Xie*2022 · 2,595 citations*](https://md.research.elamur.ai/free/en/papers/peebles-2022-scalable-diffusion-models-transformers/)
10. [**Lost in the Middle: How Language Models Use Long Contexts**Nelson F. Liu, Kevin Lin, John Hewitt, et al.*2023 · 2,540 citations*](https://md.research.elamur.ai/free/en/papers/liu-2023-lost-middle-language-models-use/)
11. [**Measuring Mathematical Problem Solving With the MATH Dataset**Dan Hendrycks, Collin Burns, Saurav Kadavath, et al.*2021 · 2,318 citations*](https://md.research.elamur.ai/free/en/papers/hendrycks-2021-measuring-mathematical-problem-solving-math/)
12. [**Automatic Labeling of Semantic Roles**Daniel Gildea, Daniel Jurafsky*2002 · 2,216 citations*](https://md.research.elamur.ai/free/en/papers/gildea-2002-automatic-labeling-semantic-roles/)
13. [**Probabilistic Latent Semantic Analysis**Thomas Hofmann*1999 · 2,145 citations*](https://md.research.elamur.ai/free/en/papers/hofmann-1999-probabilistic-latent-semantic-analysis/)
14. [**AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts**Taylor Shin, Yasaman Razeghi, Robert L. Logan IV, et al.*2020 · 1,879 citations*](https://md.research.elamur.ai/free/en/papers/shin-2020-autoprompt-eliciting-knowledge-language-models/)
15. [**Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding**Akira Fukui, Dong Huk Park, Daylen Yang, et al.*2016 · 1,642 citations*](https://md.research.elamur.ai/free/en/papers/fukui-2016-multimodal-compact-bilinear-pooling-visual/)
16. [**Deep Unsupervised Learning using Nonequilibrium Thermodynamics**Jascha Sohl-Dickstein, Eric A. Weiss, Niru Maheswaranathan, et al.*2015 · 1,588 citations*](https://md.research.elamur.ai/free/en/papers/sohl-dickstein-2015-deep-unsupervised-learning-using-nonequilibrium/)
17. [**Multitask Prompted Training Enables Zero-Shot Task Generalization**Victor Sanh, Albert Webson, Colin Raffel, et al.*2021 · 1,577 citations*](https://md.research.elamur.ai/free/en/papers/sanh-2021-multitask-prompted-training-enables-zero/)
18. [**Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts**George Lakoff*1973 · 1,486 citations*](https://md.research.elamur.ai/free/en/papers/lakoff-1973-hedges-study-meaning-criteria/)
19. [**Learning Accurate, Compact, and Interpretable Tree Annotation**Slav Petrov, Leon Barrett, Romain Thibaux, et al.*2006 · 1,242 citations*](https://md.research.elamur.ai/free/en/papers/petrov-2006-learning-accurate-compact-interpretable-tree/)
20. [**Neural Module Networks**Jacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.*2015 · 1,075 citations*](https://md.research.elamur.ai/free/en/papers/andreas-2015-neural-module-networks/)
21. [**Improved Inference for Unlexicalized Parsing**Slav Petrov, Dan Klein*2007 · 941 citations*](https://md.research.elamur.ai/free/en/papers/petrov-2007-improved-inference-unlexicalized-parsing/)
22. [**Extracting Training Data from Large Language Models**Nicholas Carlini, Florian Tramer, Eric Wallace, et al.*2020 · 901 citations*](https://md.research.elamur.ai/free/en/papers/carlini-2020-extracting-training-data-large-language/)
23. [**Calibrate Before Use: Improving Few-Shot Performance of Language Models**Tony Z. Zhao, Eric Wallace, Shi Feng, et al.*2021 · 791 citations*](https://md.research.elamur.ai/free/en/papers/zhao-2021-calibrate-before-use-improving-few/)
24. [**Reformer: The Efficient Transformer**Nikita Kitaev, Łukasz Kaiser, Anselm Levskaya*2020 · 774 citations*](https://md.research.elamur.ai/free/en/papers/kitaev-2020-reformer-efficient-transformer/)
25. [**Constituency Parsing with a Self-Attentive Encoder**Nikita Kitaev, Dan Klein*2018 · 759 citations*](https://md.research.elamur.ai/free/en/papers/kitaev-2018-constituency-parsing-self-attentive-encoder/)

[See all 107 works →](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/works/)

## Works by year

### 2020s

[**2026** 1 work](https://md.research.elamur.ai/free/en/papers/nigatu-2026-evaluating-machine-translation-datasets-low/) · [**2025** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2025/) · [**2024** 9 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2024/) · [**2023** 14 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2023/) · [**2022** 6 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2022/) · [**2021** 9 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2021/) · [**2020** 12 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2020/)

### 2010s

[**2019** 4 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2019/) · [**2018** 5 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2018/) · [**2017** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2017/) · [**2016** 4 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2016/) · [**2015** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2015/) · [**2014** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2014/) · [**2013** 5 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2013/) · [**2012** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2012/) · [**2010** 3 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2010/)

### 2000s

[**2009** 6 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2009/) · [**2008** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2008/) · [**2007** 4 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2007/) · [**2006** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2006/) · [**2005** 1 work](https://md.research.elamur.ai/free/en/papers/taskar-2005-discriminative-matching-approach-word-alignment/) · [**2003** 1 work](https://md.research.elamur.ai/free/en/papers/blei-2003-latent-dirichlet-allocation/) · [**2002** 3 works](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/year/2002/) · [**2001** 1 work](https://md.research.elamur.ai/free/en/papers/rosario-2001-classifying-semantic-relations-noun-compounds/)

### 1990s

[**1999** 1 work](https://md.research.elamur.ai/free/en/papers/hofmann-1999-probabilistic-latent-semantic-analysis/) · [**1996** 1 work](https://md.research.elamur.ai/free/en/papers/breiman-1996-bagging-predictors/) · [**1994** 1 work](https://md.research.elamur.ai/free/en/papers/palmer-1994-adaptive-sentence-boundary-disambiguation/)

### 1980s

[**1987** 1 work](https://md.research.elamur.ai/free/en/papers/brown-1987-politeness-some-universals-language-usage/)

### 1970s

[**1973** 1 work](https://md.research.elamur.ai/free/en/papers/lakoff-1973-hedges-study-meaning-criteria/)

## Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

💡 Concepts 9[Semantic role labeling · 2 works](https://md.research.elamur.ai/free/en/concepts/semantic-role-labeling/) · [Coreference resolution · 3 works](https://md.research.elamur.ai/free/en/concepts/coreference-resolution/) · [Transformer and attention · 1 work](https://md.research.elamur.ai/free/en/concepts/transformer/) · [Language model · 1 work](https://md.research.elamur.ai/free/en/concepts/language-model/) · [Context-free grammar · 2 works](https://md.research.elamur.ai/free/en/concepts/context-free-grammar/) · [Distributional semantics · 1 work](https://md.research.elamur.ai/free/en/concepts/distributional-semantics/) · [Scaling laws · 1 work](https://md.research.elamur.ai/free/en/concepts/scaling-laws/) · [Implicature · 2 works](https://md.research.elamur.ai/free/en/concepts/implicature/) · [Part-of-speech tagging · 1 work](https://md.research.elamur.ai/free/en/concepts/part-of-speech-tagging/)

📚 Shelves 30[Computer Science · 101 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 96 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 23 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 25 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 24 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Mathematics · 8 works](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Social Sciences · 9 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Decision Sciences · 3 works](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Information Systems and Management · 3 works](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [General Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Computational Theory and Mathematics · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Hardware and Architecture · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/hardware-and-architecture/) · [Safety Research · 5 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Information Systems · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Engineering · 2 works](https://md.research.elamur.ai/free/en/shelves/engineering/)+15 more

🧭 Topics 23[Language models & pretraining · 23 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [English · 13 works](https://md.research.elamur.ai/free/en/topics/english/) · [Coreference resolution · 9 works](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Evaluation & benchmarks · 5 works](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Summarization · 3 works](https://md.research.elamur.ai/free/en/topics/summarization/) · [Vision & language · 4 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Syntax & grammar formalisms · 4 works](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) · [Semantic role labeling · 4 works](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Efficient models & compression · 3 works](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Machine translation · 5 works](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Question answering · 2 works](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Multilingual & cross-lingual NLP · 4 works](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Text generation · 2 works](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Part-of-speech tagging · 1 work](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/)+8 more

## Collaborates with

Institutions on the bylines of the same works here, the most works shared first.

1. **[Google](https://md.research.elamur.ai/free/en/companies/google/)***16 works shared*
2. **[Stanford University](https://md.research.elamur.ai/free/en/universities/stanford-university/)***14 works shared*
3. **[Carnegie Mellon University](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/)***11 works shared*
4. **[University of Cambridge](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/)***7 works shared*
5. **[Massachusetts Institute of Technology](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/)***7 works shared*
6. **[University of Chicago](https://md.research.elamur.ai/free/en/universities/university-of-chicago/)***7 works shared*
7. **[Microsoft](https://md.research.elamur.ai/free/en/companies/microsoft/)***6 works shared*
8. **[University of Washington](https://md.research.elamur.ai/free/en/universities/university-of-washington/)***6 works shared*
9. **[Cornell University](https://md.research.elamur.ai/free/en/universities/cornell-university/)***6 works shared*
10. **[University of Illinois Urbana-Champaign](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/)***6 works shared*
11. **[International Computer Science Institute](https://md.research.elamur.ai/free/en/labs/international-computer-science-institute/)***6 works shared*
12. **[New York University](https://md.research.elamur.ai/free/en/universities/new-york-university/)***5 works shared*

## Parent and units

**Part 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](https://md.research.elamur.ai/free/en/labs/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.

Updated 23 October 2026