---
title: "University of California, Santa Cruz — research, people and"
description: "University of California, Santa Cruz (Santa Cruz, United States): 19 works on the Elamur Research site, 8 people with a page, 2,624 citations; its…"
canonical: "https://research.elamur.ai/free/en/universities/university-of-california-santa-cruz/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/universities/university-of-california-santa-cruz/)

[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, Santa Cruz

# University of California, Santa Cruz

University · UCSC [Santa Cruz](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.ucsc.edu)
- [ROR](https://ror.org/03s65by71)
- [OpenAlex](https://openalex.org/I185103710)
- [Wikidata](https://www.wikidata.org/wiki/Q1047293)

[**19** works in our library](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/#works) · [**23** people with a page](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/#authors) · [**2,624** citations of these works](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/#works) · [**1,293** citations in our library](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/#works)

## People (23)

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

### Core (8)

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

1. [**Marilyn Walker**current · 2009–2024 on 82 papers*11 papers here · 2,626 citations*](https://md.research.elamur.ai/free/en/authors/marilyn-walker/)
2. [**Jeffrey Flanigan**current · 2019–2026 on 45 papers · employment (ORCID)*6 papers here · 2,004 citations*](https://md.research.elamur.ai/free/en/authors/jeffrey-flanigan/)
3. [**Pranav Anand**current · 2007–2026 on 42 papers*6 papers here · 880 citations*](https://md.research.elamur.ai/free/en/authors/pranav-anand/)
4. [**Rob Abbott**current · 2010–2016 on 7 papers*2 papers here · 827 citations*](https://md.research.elamur.ai/free/en/authors/rob-abbott/)
5. [**Jean Fox Tree**current · 1995–2026 on 76 papers*2 papers here · 603 citations*](https://md.research.elamur.ai/free/en/authors/jean-fox-tree/)
6. [**Shereen Oraby**2015–2020 on 20 papers*2 papers here · 277 citations*](https://md.research.elamur.ai/free/en/authors/shereen-oraby/)
7. [**Vrindavan Harrison**current · 2016–2026 on 14 papers*2 papers here · 233 citations*](https://md.research.elamur.ai/free/en/authors/vrindavan-harrison/)
8. [**Stephanie M. Lukin**2013–2017 on 13 papers*2 papers here · 196 citations*](https://md.research.elamur.ai/free/en/authors/stephanie-m-lukin/)

**Also published with this affiliation (15)**

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

9. [**Faeze Brahman**2020–2021 on 9 papers*5 papers here · 1,520 citations*](https://md.research.elamur.ai/free/en/authors/faeze-brahman/)
10. [**Christopher Potts**2002 on 3 papers*16 papers here · 19,673 citations*](https://md.research.elamur.ai/free/en/authors/christopher-potts/)
11. [**Matei Zaharia**current · 2026 on 1 paper*7 papers here · 7,836 citations*](https://md.research.elamur.ai/free/en/authors/matei-zaharia/)
12. [**William Wang**2020–2024 on 9 papers*4 papers here · 4,254 citations*](https://md.research.elamur.ai/free/en/authors/william-wang/)
13. [**Ion Stoica**current · 2026 on 1 paper*8 papers here · 3,036 citations*](https://md.research.elamur.ai/free/en/authors/ion-stoica/)
14. [**Tommi Jaakkola**1998–1999 on 3 papers*2 papers here · 2,728 citations*](https://md.research.elamur.ai/free/en/authors/tommi-jaakkola/)
15. [**Adwait Ratnaparkhi**2021–2023 on 3 papers*4 papers here · 2,523 citations*](https://md.research.elamur.ai/free/en/authors/adwait-ratnaparkhi/)
16. [**Mark Gerstein**2013–2023 on 5 papers*2 papers here · 1,030 citations*](https://md.research.elamur.ai/free/en/authors/mark-gerstein/)
17. [**Zichao Li**2021–2024 on 3 papers*2 papers here · 763 citations*](https://md.research.elamur.ai/free/en/authors/zichao-li/)
18. [**Kyle Rawlins**2007–2015 on 4 papers*2 papers here · 654 citations*](https://md.research.elamur.ai/free/en/authors/kyle-rawlins/)
19. [**Yongfeng Zhang**2014–2021 on 11 papers*2 papers here · 549 citations*](https://md.research.elamur.ai/free/en/authors/yongfeng-zhang/)
20. [**Abteen Ebrahimi**2019–2020 on 2 papers*2 papers here · 387 citations*](https://md.research.elamur.ai/free/en/authors/abteen-ebrahimi/)
21. [**Juraj Juraska**2018–2023 on 12 papers*3 papers here · 380 citations*](https://md.research.elamur.ai/free/en/authors/juraj-juraska/)
22. [**Laura Chiticariu**2004–2008 on 10 papers*2 papers here · 147 citations*](https://md.research.elamur.ai/free/en/authors/laura-chiticariu/)
23. [**Daniel Hardt**2018–2019 on 2 papers*4 papers here · 137 citations*](https://md.research.elamur.ai/free/en/authors/daniel-hardt/)

## Works in our library (19)

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

1. [**Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences**Daniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.*2018 · 669 citations*](https://md.research.elamur.ai/free/en/papers/khashabi-2018-looking-beyond-surface-challenge-set/)
2. [**MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models**Chaoyou Fu, Peixian Chen, Yunhang Shen, et al.*2023 · 529 citations*](https://md.research.elamur.ai/free/en/papers/fu-2023-mme-comprehensive-evaluation-benchmark-multimodal/)
3. [**A Corpus for Research on Deliberation and Debate**Marilyn Walker, Jean Fox Tree, Pranav Anand, et al.*2012 · 351 citations*](https://md.research.elamur.ai/free/en/papers/walker-2012-corpus-research-deliberation-debate/)
4. [**Stance Classification using Dialogic Properties of Persuasion**Marilyn Walker, Pranav Anand, Rob Abbott, et al.*2012 · 240 citations*](https://md.research.elamur.ai/free/en/papers/walker-2012-stance-classification-dialogic-properties-persuasion/)
5. [**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/)
6. [**What Happens To BERT Embeddings During Fine-tuning?**Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, et al.*2020 · 219 citations*](https://md.research.elamur.ai/free/en/papers/merchant-2020-what-happens-bert-embeddings-during/)
7. [**Creating and Characterizing a Diverse Corpus of Sarcasm in Dialogue**Shereen Oraby, Vrindavan Harrison, Lena Reed, et al.*2016 · 163 citations*](https://md.research.elamur.ai/free/en/papers/oraby-2016-creating-characterizing-diverse-corpus-sarcasm/)
8. [**Are you serious?: Rhetorical Questions and Sarcasm in Social Media Dialog**Shereen Oraby, Vrindavan Harrison, Amita Misra, et al.*2017 · 70 citations*](https://md.research.elamur.ai/free/en/papers/oraby-2017-are-you-serious-rhetorical-questions/)
9. [**Implicit Discourse Relation Identification for Open-domain Dialogues**Mingyu Derek Ma, Kevin Bowden, Jiaqi Wu, et al.*2019 · 25 citations*](https://md.research.elamur.ai/free/en/papers/ma-2019-implicit-discourse-relation-identification-open/)
10. [**DocAMR: Multi-Sentence AMR Representation and Evaluation**Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, et al.*2022 · 24 citations*](https://md.research.elamur.ai/free/en/papers/naseem-2022-docamr-multi-sentence-amr-representation/)
11. [**Getting Reliable Annotations for Sarcasm in Online Dialogues**Reid Swanson, Stephanie Lukin, Luke Eisenberg, et al.*2014 · 23 citations*](https://md.research.elamur.ai/free/en/papers/swanson-2014-getting-reliable-annotations-sarcasm-online/)
12. [**Annotating the Focus of Negation in terms of Questions Under Discussion**Pranav Anand, Craig Martell*2012 · 20 citations*](https://md.research.elamur.ai/free/en/papers/anand-2012-annotating-focus-negation-terms-questions/)
13. [**Antecedent Selection for Sluicing: Structure and Content**Pranav Anand, Daniel Hardt*2016 · 17 citations*](https://md.research.elamur.ai/free/en/papers/anand-2016-antecedent-selection-sluicing-structure-content/)
14. [**Annotating the Implicit Content of Sluices**Pranav Anand, Jim McCloskey*2015 · 16 citations*](https://md.research.elamur.ai/free/en/papers/anand-2015-annotating-implicit-content-sluices/)
15. [**Sense Anaphoric Pronouns: Am I One?**Marta Recasens, Zhichao Hu, Olivia Rhinehart*2016 · 14 citations*](https://md.research.elamur.ai/free/en/papers/recasens-2016-sense-anaphoric-pronouns-am-i/)
16. [**Dependency Dialogue Acts — Annotation Scheme and Case Study**Jon Z. Cai, Brendan King, Margaret Perkoff, et al.*2023 · 7 citations*](https://md.research.elamur.ai/free/en/papers/cai-2023-dependency-dialogue-acts-annotation-scheme/)
17. [**Pragmatic uses of I don't know, boosters, and hedges in text and talk**Allison Nguyen, Jean Fox Tree*2025 · 2 citations*](https://md.research.elamur.ai/free/en/papers/nguyen-2025-pragmatic-uses-i-don-t/)
18. [**Learning Latent Representations with Progressive Hypothesis Space Expansion**Jonathan Charles Paramore*2026*](https://md.research.elamur.ai/free/en/papers/paramore-2026-learning-latent-representations-progressive-hypothesis/)
19. [**Probing the Attention Representation of Filler-Gap Dependency in Transformers**Ruoqing Yao, Pranav Anand*2026*](https://md.research.elamur.ai/free/en/papers/yao-2026-probing-attention-representation-filler-gap/)

## Works by year

### 2020s

[**2026** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/year/2026/) · [**2025** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/year/2025/) · [**2023** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/year/2023/) · [**2022** 1 work](https://md.research.elamur.ai/free/en/papers/naseem-2022-docamr-multi-sentence-amr-representation/) · [**2020** 1 work](https://md.research.elamur.ai/free/en/papers/merchant-2020-what-happens-bert-embeddings-during/)

### 2010s

[**2019** 1 work](https://md.research.elamur.ai/free/en/papers/ma-2019-implicit-discourse-relation-identification-open/) · [**2018** 1 work](https://md.research.elamur.ai/free/en/papers/khashabi-2018-looking-beyond-surface-challenge-set/) · [**2017** 1 work](https://md.research.elamur.ai/free/en/papers/oraby-2017-are-you-serious-rhetorical-questions/) · [**2016** 3 works](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/year/2016/) · [**2015** 1 work](https://md.research.elamur.ai/free/en/papers/anand-2015-annotating-implicit-content-sluices/) · [**2014** 1 work](https://md.research.elamur.ai/free/en/papers/swanson-2014-getting-reliable-annotations-sarcasm-online/) · [**2012** 3 works](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/year/2012/)

## Concepts, shelves and topics

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

📚 Shelves 15[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/) · [Arts and Humanities · 10 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 9 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Philosophy · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/philosophy/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Geography, Planning and Development · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/geography-planning-and-development/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Experimental and Cognitive Psychology · 2 works](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Psychology · 2 works](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Cognitive Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/cognitive-neuroscience/) · [Developmental and Educational Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/developmental-and-educational-psychology/) · [Neuroscience · 1 work](https://md.research.elamur.ai/free/en/shelves/neuroscience/)

🧭 Topics 15[English · 8 works](https://md.research.elamur.ai/free/en/topics/english/) · [Sentiment & emotion · 3 works](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Dialogue systems · 3 works](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Coreference resolution · 2 works](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Discourse analysis · 1 work](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Speech act theory · 1 work](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [Interpretability · 1 work](https://md.research.elamur.ai/free/en/topics/interpretability/) · [Psycholinguistics & language acquisition · 1 work](https://md.research.elamur.ai/free/en/topics/psycholinguistics/)

## 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/)***3 works shared*
2. **[University of Pennsylvania](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/)***2 works shared*
3. **[Brown University](https://md.research.elamur.ai/free/en/universities/brown-university/)***2 works shared*
4. **[Saarland University](https://md.research.elamur.ai/free/en/universities/saarland-university/)***2 works shared*
5. **[University of Utah](https://md.research.elamur.ai/free/en/universities/university-of-utah/)***2 works shared*
6. **[Stanford University](https://md.research.elamur.ai/free/en/universities/stanford-university/)***1 work shared*
7. **[Carnegie Mellon University](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/)***1 work shared*
8. **[Microsoft](https://md.research.elamur.ai/free/en/companies/microsoft/)***1 work shared*
9. **[University of Washington](https://md.research.elamur.ai/free/en/universities/university-of-washington/)***1 work shared*
10. **[University of California, Berkeley](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/)***1 work shared*
11. **[University of Edinburgh](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/)***1 work shared*
12. **[Johns Hopkins University](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/)***1 work shared*

## Parent and units

**Part of** University of California System

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, Santa Cruz; 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