---
title: "University of Wisconsin–Madison — research, people and"
description: "University of Wisconsin–Madison (Madison, United States): 18 works on the Elamur Research site, 5 people with a page, 46,745 citations; its topics, units…"
canonical: "https://research.elamur.ai/free/en/universities/university-of-wisconsin-madison/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/universities/university-of-wisconsin-madison/)

[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 Wisconsin–Madison

# University of Wisconsin–Madison

University · UW [Madison](https://md.research.elamur.ai/free/en/agglomerations/madison/), [United States](https://md.research.elamur.ai/free/en/countries/united-states/)in the agglomeration of [Madison](https://md.research.elamur.ai/free/en/agglomerations/madison/)

- [Website](https://www.wisc.edu/)
- [ROR](https://ror.org/01y2jtd41)
- [OpenAlex](https://openalex.org/I135310074)
- [Wikidata](https://www.wikidata.org/wiki/Q838330)

[**18** works in our library](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/#works) · [**39** people with a page](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/authors/) · [**46,745** citations of these works](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/#works) · [**4,761** citations in our library](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/#works)

## People (39)

Authors with a page here who worked or studied at University of Wisconsin–Madison: first those whose cited work was done most here; beside each, their citations.

### Core (5)

Confirmed by their records, or by their bylines here with a fair part of their work.

1. [**Burr Settles**2004–2011 on 10 papers*2 papers here · 5,536 citations*](https://md.research.elamur.ai/free/en/authors/burr-settles/)
2. [**Yong Jae Lee**2021–2025 on 18 papers*2 papers here · 5,193 citations*](https://md.research.elamur.ai/free/en/authors/yong-jae-lee/)
3. [**Junjie Hu**2021–2024 on 21 papers*8 papers here · 1,903 citations*](https://md.research.elamur.ai/free/en/authors/junjie-hu/)
4. [**Zefan Cai**current · 2024–2025 on 5 papers*2 papers here · 414 citations*](https://md.research.elamur.ai/free/en/authors/zefan-cai/)
5. [**Jeremy M Hutton**current · 2010–2026 on 33 papers*2 papers here · 3 citations*](https://md.research.elamur.ai/free/en/authors/jeremy-m-hutton/)

**Also published with this affiliation (34)**

Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.

6. [**Haotian Liu**2024 on 2 papers*4 papers here · 6,004 citations*](https://md.research.elamur.ai/free/en/authors/haotian-liu/)
7. [**Kurt Keutzer**2023–2024 on 2 papers*4 papers here · 2,467 citations*](https://md.research.elamur.ai/free/en/authors/kurt-keutzer/)
8. [**Andreas Vlachos**2010–2012 on 4 papers · employment (ORCID) · employment (Wikidata)*10 papers here · 5,725 citations*](https://md.research.elamur.ai/free/en/authors/andreas-vlachos/)
9. [**Yikang Shen**2023–2024 on 2 papers*4 papers here · 1,242 citations*](https://md.research.elamur.ai/free/en/authors/yikang-shen/)
10. [**Yingyu Liang**current · 2017–2026 on 49 papers*2 papers here · 624 citations*](https://md.research.elamur.ai/free/en/authors/yingyu-liang/)
11. [**Eunsol Choi**2022 on 2 papers*11 papers here · 7,832 citations*](https://md.research.elamur.ai/free/en/authors/eunsol-choi/)
12. [**Hongkun Yu**current · 2026 on 1 paper*2 papers here · 7,054 citations*](https://md.research.elamur.ai/free/en/authors/hongkun-yu/)
13. [**Pang Wei Koh**current · 2026 on 1 paper*2 papers here · 6,960 citations*](https://md.research.elamur.ai/free/en/authors/pang-wei-koh/)
14. [**Tushar Khot**2009–2016 on 21 papers*8 papers here · 5,409 citations*](https://md.research.elamur.ai/free/en/authors/tushar-khot/)
15. [**Christopher Ré**2010–2021 on 52 papers*3 papers here · 5,218 citations*](https://md.research.elamur.ai/free/en/authors/christopher-re/)
16. [**Kevin Lin**2023–2025 on 2 papers*6 papers here · 4,642 citations*](https://md.research.elamur.ai/free/en/authors/kevin-lin/)
17. [**William Wang**1977–1978 on 2 papers*4 papers here · 4,254 citations*](https://md.research.elamur.ai/free/en/authors/william-wang/)
18. [**Ananya Ganesh**current · 2026 on 3 papers*2 papers here · 4,090 citations*](https://md.research.elamur.ai/free/en/authors/ananya-ganesh/)
19. [**Simran Arora**2014–2015 on 2 papers*3 papers here · 3,762 citations*](https://md.research.elamur.ai/free/en/authors/simran-arora/)
20. [**Ion Stoica**2002–2019 on 2 papers*8 papers here · 3,036 citations*](https://md.research.elamur.ai/free/en/authors/ion-stoica/)
21. [**Gabriel Ilharco**current · 2024 on 1 paper*5 papers here · 2,791 citations*](https://md.research.elamur.ai/free/en/authors/gabriel-ilharco/)
22. [**Xiujun Li**2015–2017 on 3 papers*4 papers here · 2,774 citations*](https://md.research.elamur.ai/free/en/authors/xiujun-li/)
23. [**Yulin Chen**2012–2025 on 3 papers*5 papers here · 2,723 citations*](https://md.research.elamur.ai/free/en/authors/yulin-chen/)
24. [**Zhuohan Li**2018–2024 on 7 papers*3 papers here · 2,696 citations*](https://md.research.elamur.ai/free/en/authors/zhuohan-li/)
25. [**Hazem Hajj**1996–2002 on 2 papers*2 papers here · 2,659 citations*](https://md.research.elamur.ai/free/en/authors/hazem-hajj/)
26. [**Akari Asai**2022 on 2 papers*6 papers here · 2,438 citations*](https://md.research.elamur.ai/free/en/authors/akari-asai/)
27. [**Xiaofei Sun**2011–2015 on 10 papers*4 papers here · 2,068 citations*](https://md.research.elamur.ai/free/en/authors/xiaofei-sun/)
28. [**James Pustejovsky**2023–2024 on 3 papers*15 papers here · 1,621 citations*](https://md.research.elamur.ai/free/en/authors/james-pustejovsky/)
29. [**Paul Cook**1978–1998 on 2 papers*5 papers here · 1,019 citations*](https://md.research.elamur.ai/free/en/authors/paul-cook/)
30. [**Bowen Wang**2014–2015 on 4 papers*2 papers here · 990 citations*](https://md.research.elamur.ai/free/en/authors/bowen-wang/)

The first 25; all on the full list below.

[See all 39 people →](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/authors/)

## Works in our library (18)

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. [**Improved Baselines with Visual Instruction Tuning**Haotian Liu, Chunyuan Li, Yuheng Li, et al.*2023 · 2,557 citations*](https://md.research.elamur.ai/free/en/papers/liu-2023-improved-baselines-visual-instruction-tuning/)
3. [**Visual Instruction Tuning**Haotian Liu, Chunyuan Li, Qingyang Wu, et al.*2023 · 2,487 citations*](https://md.research.elamur.ai/free/en/papers/liu-2023-visual-instruction-tuning/)
4. [**BAE: BERT-based Adversarial Examples for Text Classification**Siddhant Garg, Goutham Ramakrishnan*2020 · 665 citations*](https://md.research.elamur.ai/free/en/papers/garg-2020-bae-bert-based-adversarial-examples/)
5. [**Biomedical Named Entity Recognition using Conditional Random Fields and Rich Feature Sets**Burr Settles*2004 · 600 citations*](https://md.research.elamur.ai/free/en/papers/settles-2004-biomedical-named-entity-recognition-conditional/)
6. [**Learning from Bullying Traces in Social Media**Jun-Ming Xu, Kwang-Sung Jun, Xiaojin Zhu, et al.*2012 · 381 citations*](https://md.research.elamur.ai/free/en/papers/xu-2012-learning-bullying-traces-social-media/)
7. [**AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models**Xiaogeng Liu, Nan Xu, Muhao Chen, et al.*2023 · 333 citations*](https://md.research.elamur.ai/free/en/papers/liu-2023-autodan-generating-stealthy-jailbreak-prompts/)
8. [**Factuality Challenges in the Era of Large Language Models**Isabelle Augenstein, Timothy Baldwin, Meeyoung Cha, et al.*2023 · 241 citations*](https://md.research.elamur.ai/free/en/papers/augenstein-2023-factuality-challenges-era-large-language/)
9. [**Humanity's Last Exam**Long Phan, Alice Gatti, Ziwen Han, et al.*2025 · 235 citations*](https://md.research.elamur.ai/free/en/papers/phan-2025-humanity-s-last-exam/)
10. [**TrustLLM: Trustworthiness in Large Language Models**Yue Huang, Lichao Sun, Haoran Wang, et al.*2024 · 226 citations*](https://md.research.elamur.ai/free/en/papers/huang-2024-trustllm-trustworthiness-large-language-models/)
11. [**Aligning Large Multimodal Models with Factually Augmented RLHF**Zhiqing Sun, Sheng Shen, Shengcao Cao, et al.*2023 · 168 citations*](https://md.research.elamur.ai/free/en/papers/sun-2023-aligning-large-multimodal-models-factually/)
12. [**Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models**Bofei Gao, Feifan Song, Zhe Yang, et al.*2024 · 159 citations*](https://md.research.elamur.ai/free/en/papers/gao-2024-omni-math-universal-olympiad-level/)
13. [**Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts**Haoxiang Wang, Wei Xiong, Tengyang Xie, et al.*2024 · 142 citations*](https://md.research.elamur.ai/free/en/papers/wang-2024-interpretable-preferences-multi-objective-reward/)
14. [**UniMorph 3.0: Universal Morphology**Arya D. McCarthy, Christo Kirov, Matteo Grella, et al.*2020 · 122 citations*](https://md.research.elamur.ai/free/en/papers/mccarthy-2020-unimorph-3-0-universal-morphology/)
15. [**Benchmarking Machine Translation with Cultural Awareness**Binwei Yao, Ming Jiang, Tara Bobinac, et al.*2023 · 109 citations*](https://md.research.elamur.ai/free/en/papers/yao-2023-benchmarking-machine-translation-cultural-awareness/)
16. [**The Morphology of the tG-Stem in Hebrew and tirgaltî in Hos 11:3**Jeremy M Hutton, Safwat Marzouk*2012 · 2 citations*](https://md.research.elamur.ai/free/en/papers/hutton-2012-morphology-tg-stem-hebrew-tirgalti/)
17. [**Optimality Grammars of Ancient Translations: Descriptive Translation Studies, Optimality Theory, and Targum Jonathan 2 Sam 11:1**Jeremy M. Hutton*2015 · 1 citation*](https://md.research.elamur.ai/free/en/papers/hutton-2015-optimality-grammars-ancient-translations/)
18. [**IndigiEval: Evaluating LLMs in North American Indigenous Languages**Julia Mainzinger, Jacqueline Brixey*2026*](https://md.research.elamur.ai/free/en/papers/mainzinger-2026-indigieval-evaluating-llms-north-american/)

## Works by year

### 2020s

[**2026** 1 work](https://md.research.elamur.ai/free/en/papers/mainzinger-2026-indigieval-evaluating-llms-north-american/) · [**2025** 1 work](https://md.research.elamur.ai/free/en/papers/phan-2025-humanity-s-last-exam/) · [**2024** 3 works](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/year/2024/) · [**2023** 6 works](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/year/2023/) · [**2020** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/year/2020/)

### 2010s

[**2019** 1 work](https://md.research.elamur.ai/free/en/papers/virtanen-2019-scipy-1-0-fundamental-algorithms/) · [**2015** 1 work](https://md.research.elamur.ai/free/en/papers/hutton-2015-optimality-grammars-ancient-translations/) · [**2012** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-wisconsin-madison/year/2012/)

### 2000s

[**2004** 1 work](https://md.research.elamur.ai/free/en/papers/settles-2004-biomedical-named-entity-recognition-conditional/)

## Concepts, shelves and topics

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

💡 Concepts 1[Named entity recognition · 1 work](https://md.research.elamur.ai/free/en/concepts/named-entity-recognition/)

📚 Shelves 18[Computer Science · 16 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 16 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Mathematics · 3 works](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Computational Theory and Mathematics · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [Computer Vision and Pattern Recognition · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Social Sciences · 3 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) · [Safety Research · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/)+3 more

🧭 Topics 13[Language models & pretraining · 7 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 3 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Named entity recognition · 1 work](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Bias, fairness & safety · 2 works](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Morphology · 2 works](https://md.research.elamur.ai/free/en/topics/morphology/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Biblical Hebrew · 2 works](https://md.research.elamur.ai/free/en/topics/biblical-hebrew/) · [Hebrew & Aramaic · 2 works](https://md.research.elamur.ai/free/en/topics/hebrew-aramaic/) · [Semitic languages · 2 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Aramaic · 1 work](https://md.research.elamur.ai/free/en/topics/aramaic/) · [Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/)

## Collaborates with

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

1. **[University of Illinois Urbana-Champaign](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/)***6 works shared*
2. **[Microsoft](https://md.research.elamur.ai/free/en/companies/microsoft/)***5 works shared*
3. **[Stanford University](https://md.research.elamur.ai/free/en/universities/stanford-university/)***4 works shared*
4. **[University of Southern California](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/)***4 works shared*
5. **[University of Oxford](https://md.research.elamur.ai/free/en/universities/university-of-oxford/)***4 works shared*
6. **[Carnegie Mellon University](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/)***3 works shared*
7. **[University of California, Berkeley](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/)***3 works shared*
8. **[Johns Hopkins University](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/)***3 works shared*
9. **[Columbia University](https://md.research.elamur.ai/free/en/universities/columbia-university/)***3 works shared*
10. **[University of Cambridge](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/)***3 works shared*
11. **[University of Maryland, College Park](https://md.research.elamur.ai/free/en/universities/university-of-maryland-college-park/)***3 works shared*
12. **[University of California, Los Angeles](https://md.research.elamur.ai/free/en/universities/university-of-california-los-angeles/)***3 works shared*

## Parent and units

**Part of** University of Wisconsin System

**Units** Morgridge Institute for Research Space Science and Engineering Center UW Health University Hospital Wisconsin Electric Machines and Power Electronics Consortium

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 Wisconsin–Madison; 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