---
title: "University of Pennsylvania — research, people and papers"
description: "University of Pennsylvania (Philadelphia, United States): 143 works on the Elamur Research site, 72 people with a page, 56,645 citations; its topics…"
canonical: "https://research.elamur.ai/free/en/universities/university-of-pennsylvania/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/universities/university-of-pennsylvania/)

[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 Pennsylvania

# University of Pennsylvania

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

- [Website](https://www.upenn.edu)
- [ROR](https://ror.org/00b30xv10)
- [OpenAlex](https://openalex.org/I79576946)

[**143** works in our library](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/works/) · [**173** people with a page](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/authors/) · [**56,645** citations of these works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/works/) · [**16,715** citations in our library](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/works/)

## People (173)

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

### Core (72)

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

1. [**Dan Roth**current · 2017–2026 on 257 papers · employment (ORCID)*32 papers here · 16,275 citations*](https://md.research.elamur.ai/free/en/authors/dan-roth/)
2. [**Martha Palmer**1981–2016 on 73 papers · employment (Wikidata)*31 papers here · 15,544 citations*](https://md.research.elamur.ai/free/en/authors/martha-palmer/)
3. [**Aravind Joshi**1963–2017 on 193 papers*19 papers here · 8,040 citations*](https://md.research.elamur.ai/free/en/authors/aravind-joshi/)
4. [**Fernando Pereira**2002–2012 on 37 papers*10 papers here · 10,442 citations*](https://md.research.elamur.ai/free/en/authors/fernando-pereira/)
5. [**Ryan McDonald**2004–2011 on 16 papers*16 papers here · 11,951 citations*](https://md.research.elamur.ai/free/en/authors/ryan-mcdonald/)
6. [**John Blitzer**2003–2008 on 14 papers*5 papers here · 5,699 citations*](https://md.research.elamur.ai/free/en/authors/john-blitzer/)
7. [**Annie Louis**2008–2013 on 26 papers*5 papers here · 6,390 citations*](https://md.research.elamur.ai/free/en/authors/annie-louis/)
8. [**Shyam Upadhyay**2018–2019 on 9 papers*2 papers here · 8,058 citations*](https://md.research.elamur.ai/free/en/authors/shyam-upadhyay/)
9. [**Wei Xu**2014–2016 on 8 papers*14 papers here · 10,288 citations*](https://md.research.elamur.ai/free/en/authors/wei-xu/)
10. [**Ellie Pavlick**2014–2018 on 22 papers · education (Wikidata)*16 papers here · 10,811 citations*](https://md.research.elamur.ai/free/en/authors/ellie-pavlick/)
11. [**Daniel Gildea**2001–2005 on 7 papers*12 papers here · 8,856 citations*](https://md.research.elamur.ai/free/en/authors/daniel-gildea/)
12. [**Patrick Chao**2021–2025 on 6 papers*2 papers here · 4,092 citations*](https://md.research.elamur.ai/free/en/authors/patrick-chao/)
13. [**David Yarowsky**1993–1999 on 6 papers*12 papers here · 6,561 citations*](https://md.research.elamur.ai/free/en/authors/david-yarowsky/)
14. [**Beatrice Santorini**1987–2023 on 13 papers*6 papers here · 3,531 citations*](https://md.research.elamur.ai/free/en/authors/beatrice-santorini/)
15. [**Emily Pitler**2008–2013 on 16 papers*9 papers here · 6,876 citations*](https://md.research.elamur.ai/free/en/authors/emily-pitler/)
16. [**Mark Dredze**2005–2017 on 22 papers · education (ORCID) · education (Wikidata)*13 papers here · 7,078 citations*](https://md.research.elamur.ai/free/en/authors/mark-dredze/)
17. [**Mitchell Marcus**current · 1990–2023 on 39 papers*3 papers here · 2,927 citations*](https://md.research.elamur.ai/free/en/authors/mitchell-marcus/)
18. [**Rashmi Prasad**2001–2019 on 31 papers*16 papers here · 3,544 citations*](https://md.research.elamur.ai/free/en/authors/rashmi-prasad/)
19. [**Eric Brill**1991–2002 on 9 papers*4 papers here · 4,838 citations*](https://md.research.elamur.ai/free/en/authors/eric-brill/)
20. [**Eleni Miltsakaki**current · 2000–2024 on 34 papers*3 papers here · 2,631 citations*](https://md.research.elamur.ai/free/en/authors/eleni-miltsakaki/)
21. [**Ani Nenkova**2007–2023 on 99 papers*10 papers here · 2,588 citations*](https://md.research.elamur.ai/free/en/authors/ani-nenkova/)
22. [**Ann Bies**1994–2022 on 41 papers*8 papers here · 2,402 citations*](https://md.research.elamur.ai/free/en/authors/ann-bies/)
23. [**Alan Lee**2005–2019 on 16 papers*6 papers here · 2,369 citations*](https://md.research.elamur.ai/free/en/authors/alan-lee/)
24. [**Daniel Khashabi**2017–2024 on 11 papers*9 papers here · 5,567 citations*](https://md.research.elamur.ai/free/en/authors/daniel-khashabi/)
25. [**Daphne Ippolito**2016–2023 on 22 papers*3 papers here · 3,216 citations*](https://md.research.elamur.ai/free/en/authors/daphne-ippolito/)

**Also published with this affiliation (101)**

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

73. [**Michael Collins**1996–1999 on 5 papers*21 papers here · 20,822 citations*](https://md.research.elamur.ai/free/en/authors/michael-collins/)
74. [**Paul Kingsbury**2002–2005 on 4 papers*2 papers here · 3,995 citations*](https://md.research.elamur.ai/free/en/authors/paul-kingsbury/)
75. [**Yejin Choi**2020–2023 on 2 papers*48 papers here · 27,882 citations*](https://md.research.elamur.ai/free/en/authors/yejin-choi/)
76. [**Lance Ramshaw**1994–2016 on 3 papers*4 papers here · 4,369 citations*](https://md.research.elamur.ai/free/en/authors/lance-ramshaw/)
77. [**Philip Resnik**1992–1993 on 5 papers*14 papers here · 8,747 citations*](https://md.research.elamur.ai/free/en/authors/philip-resnik/)
78. [**Mark Yatskar**current · 2020–2026 on 43 papers*9 papers here · 6,236 citations*](https://md.research.elamur.ai/free/en/authors/mark-yatskar/)
79. [**Ian Tenney**2020 on 2 papers*5 papers here · 7,786 citations*](https://md.research.elamur.ai/free/en/authors/ian-tenney/)
80. [**Nianwen Xue**2002–2019 on 14 papers*22 papers here · 5,725 citations*](https://md.research.elamur.ai/free/en/authors/nianwen-xue/)
81. [**Sameer Singh**2017–2021 on 4 papers*14 papers here · 8,012 citations*](https://md.research.elamur.ai/free/en/authors/sameer-singh/)
82. [**David Chiang**2000–2004 on 8 papers · education (ORCID) · education (Wikidata)*12 papers here · 7,102 citations*](https://md.research.elamur.ai/free/en/authors/david-chiang/)
83. [**Sameer Pradhan**current · 2015–2025 on 16 papers*20 papers here · 5,293 citations*](https://md.research.elamur.ai/free/en/authors/sameer-pradhan/)
84. [**Jason Eisner**1995–2012 on 11 papers*11 papers here · 4,921 citations*](https://md.research.elamur.ai/free/en/authors/jason-eisner/)
85. [**Maarten Sap**2014–2017 on 11 papers*12 papers here · 9,429 citations*](https://md.research.elamur.ai/free/en/authors/maarten-sap/)
86. [**Matt Gardner**2020–2022 on 3 papers*18 papers here · 8,147 citations*](https://md.research.elamur.ai/free/en/authors/matt-gardner/)
87. [**John Hewitt**2016–2018 on 5 papers*3 papers here · 6,983 citations*](https://md.research.elamur.ai/free/en/authors/john-hewitt/)
88. [**Mark Steedman**1987–2007 on 33 papers*14 papers here · 3,771 citations*](https://md.research.elamur.ai/free/en/authors/mark-steedman/)
89. [**Bonnie Webber**1978–2019 on 72 papers*26 papers here · 4,571 citations*](https://md.research.elamur.ai/free/en/authors/bonnie-webber/)
90. [**Kathleen McKeown**1979–1983 on 6 papers*15 papers here · 6,339 citations*](https://md.research.elamur.ai/free/en/authors/kathleen-mckeown/)
91. [**Hongming Zhang**2021–2024 on 11 papers*7 papers here · 3,117 citations*](https://md.research.elamur.ai/free/en/authors/hongming-zhang/)
92. [**Dong Yu**2023–2024 on 4 papers*9 papers here · 2,869 citations*](https://md.research.elamur.ai/free/en/authors/dong-yu/)
93. [**Owen Rambow**1991–2007 on 14 papers · education (ORCID) · education (Wikidata)*29 papers here · 6,527 citations*](https://md.research.elamur.ai/free/en/authors/owen-rambow/)
94. [**Marilyn Walker**1990–1996 on 9 papers*11 papers here · 2,626 citations*](https://md.research.elamur.ai/free/en/authors/marilyn-walker/)
95. [**Ramy Eskander**2014–2024 on 2 papers*2 papers here · 2,826 citations*](https://md.research.elamur.ai/free/en/authors/ramy-eskander/)
96. [**Michael Strube**1998–2020 on 8 papers*35 papers here · 4,587 citations*](https://md.research.elamur.ai/free/en/authors/michael-strube/)
97. [**David Weir**1986–1988 on 4 papers*4 papers here · 1,277 citations*](https://md.research.elamur.ai/free/en/authors/david-weir/)

The first 25; all on the full list below.

[See all 173 people →](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/authors/)

## Works in our library (143)

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

1. [**Verb Semantics and Lexical Selection**Zhibiao Wu, Martha Palmer*1994 · 3,276 citations*](https://md.research.elamur.ai/free/en/papers/wu-1994-verb-semantics-lexical-selection/)
2. [**The Proposition Bank: An Annotated Corpus of Semantic Roles**Martha Palmer, Daniel Gildea, Paul Kingsbury*2005 · 3,208 citations*](https://md.research.elamur.ai/free/en/papers/palmer-2005-proposition-bank-annotated-corpus-semantic/)
3. [**Unsupervised Word Sense Disambiguation Rivaling Supervised Methods**David Yarowsky*1995 · 2,840 citations*](https://md.research.elamur.ai/free/en/papers/yarowsky-1995-unsupervised-word-sense-disambiguation-rivaling/)
4. [**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/)
5. [**Centering: A Framework for Modeling the Local Coherence of Discourse**Barbara J. Grosz, Aravind K. Joshi, Scott Weinstein*1995 · 2,101 citations*](https://md.research.elamur.ai/free/en/papers/grosz-1995-centering-framework-modeling-local-coherence/)
6. [**Abstract Meaning Representation for Sembanking**Laura Banarescu, Claire Bonial, Shu Cai, et al.*2013 · 1,915 citations*](https://md.research.elamur.ai/free/en/papers/banarescu-2013-abstract-meaning-representation-sembanking/)
7. [**The Penn Discourse TreeBank 2.0.**Rashmi Prasad, Nikhil Dinesh, Alan Lee, et al.*2008 · 1,793 citations*](https://md.research.elamur.ai/free/en/papers/prasad-2008-penn-discourse-treebank-2-0/)
8. [**Domain Adaptation with Structural Correspondence Learning**John Blitzer, Ryan McDonald, Fernando Pereira*2006 · 1,792 citations*](https://md.research.elamur.ai/free/en/papers/blitzer-2006-domain-adaptation-structural-correspondence-learning/)
9. [**A Simple Rule-Based Part of Speech Tagger**Eric Brill*1992 · 1,618 citations*](https://md.research.elamur.ai/free/en/papers/brill-1992-simple-rule-based-part-speech/)
10. [**Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey**Bonan Min, Hayley Ross, Elior Sulem, et al.*2021 · 1,548 citations*](https://md.research.elamur.ai/free/en/papers/min-2021-recent-advances-natural-language-processing/)
11. [**NLTK: The Natural Language Toolkit**Steven Bird*2006 · 1,372 citations*](https://md.research.elamur.ai/free/en/papers/bird-2006-nltk-natural-language-toolkit/)
12. [**Non-Projective Dependency Parsing using Spanning Tree Algorithms**Ryan McDonald, Fernando Pereira, Kiril Ribarov, et al.*2005 · 1,258 citations*](https://md.research.elamur.ai/free/en/papers/mcdonald-2005-non-projective-dependency-parsing-spanning/)
13. [**Online Large-Margin Training of Dependency Parsers**Ryan McDonald, Koby Crammer, Fernando Pereira*2005 · 1,212 citations*](https://md.research.elamur.ai/free/en/papers/mcdonald-2005-online-large-margin-training-dependency/)
14. [**The Penn Treebank: Annotating Predicate Argument Structure**Mitchell Marcus, Grace Kim, Mary Ann Marcinkiewicz, et al.*1994 · 1,056 citations*](https://md.research.elamur.ai/free/en/papers/marcus-1994-penn-treebank-annotating-predicate-argument/)
15. [**Three Generative, Lexicalised Models for Statistical Parsing**Michael Collins*1997 · 1,045 citations*](https://md.research.elamur.ai/free/en/papers/collins-1997-three-generative-lexicalised-models-statistical/)
16. [**PPDB: The Paraphrase Database**Juri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch*2013 · 964 citations*](https://md.research.elamur.ai/free/en/papers/ganitkevitch-2013-ppdb-paraphrase-database/)
17. [**Optimizing Statistical Machine Translation for Text Simplification**Wei Xu, Courtney Napoles, Ellie Pavlick, et al.*2016 · 952 citations*](https://md.research.elamur.ai/free/en/papers/xu-2016-optimizing-statistical-machine-translation-text/)
18. [**Three New Probabilistic Models for Dependency Parsing: An Exploration**Jason M. Eisner*1996 · 908 citations*](https://md.research.elamur.ai/free/en/papers/eisner-1996-three-new-probabilistic-models-dependency/)
19. [**From TreeBank to PropBank**Paul Kingsbury, Martha Palmer*2002 · 787 citations*](https://md.research.elamur.ai/free/en/papers/kingsbury-2002-treebank-propbank/)
20. [**Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach**Wenpeng Yin, Jamaal Hay, Dan Roth*2019 · 731 citations*](https://md.research.elamur.ai/free/en/papers/yin-2019-benchmarking-zero-shot-text-classification/)
21. [**Online Learning of Approximate Dependency Parsing Algorithms**Ryan McDonald, Fernando Pereira*2006 · 729 citations*](https://md.research.elamur.ai/free/en/papers/mcdonald-2006-online-learning-approximate-dependency-parsing/)
22. [**Entity-Based Cross-Document Coreferencing Using the Vector Space Model**Amit Bagga, Breck Baldwin*1998 · 699 citations*](https://md.research.elamur.ai/free/en/papers/bagga-1998-entity-based-cross-document-coreferencing/)
23. [**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/)
24. [**Problems in Current Text Simplification Research: New Data Can Help**Wei Xu, Chris Callison-Burch, Courtney Napoles*2015 · 659 citations*](https://md.research.elamur.ai/free/en/papers/xu-2015-problems-current-text-simplification-research/)
25. [**CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn Treebank**Julia Hockenmaier, Mark Steedman*2007 · 611 citations*](https://md.research.elamur.ai/free/en/papers/hockenmaier-2007-ccgbank-corpus-ccg-derivations-dependency/)

[See all 143 works →](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/works/)

## Works by year

### 2020s

[**2026** 1 work](https://md.research.elamur.ai/free/en/papers/yolyan-2026-phonological-processes-as-modal-transductions/) · [**2025** 1 work](https://md.research.elamur.ai/free/en/papers/phan-2025-humanity-s-last-exam/) · [**2024** 5 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2024/) · [**2023** 5 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2023/) · [**2022** 7 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2022/) · [**2021** 7 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2021/) · [**2020** 4 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2020/)

### 2010s

[**2019** 5 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2019/) · [**2018** 9 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2018/) · [**2017** 3 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2017/) · [**2016** 4 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2016/) · [**2015** 5 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2015/) · [**2014** 5 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2014/) · [**2013** 5 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2013/) · [**2012** 6 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2012/) · [**2011** 1 work](https://md.research.elamur.ai/free/en/papers/pradhan-2011-conll-2011-shared-task-modeling/) · [**2010** 5 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2010/)

### 2000s

[**2009** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2009/) · [**2008** 7 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2008/) · [**2007** 3 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2007/) · [**2006** 8 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2006/) · [**2005** 5 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2005/) · [**2004** 6 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2004/) · [**2003** 3 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2003/) · [**2002** 4 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2002/) · [**2000** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/2000/)

### 1990s

[**1999** 4 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/1999/) · [**1998** 1 work](https://md.research.elamur.ai/free/en/papers/bagga-1998-entity-based-cross-document-coreferencing/) · [**1997** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/1997/) · [**1996** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/1996/) · [**1995** 3 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/1995/) · [**1994** 6 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/1994/) · [**1993** 1 work](https://md.research.elamur.ai/free/en/papers/yarowsky-1993-one-sense-per-collocation/) · [**1992** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/1992/) · [**1990** 2 works](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/year/1990/)

### 1980s

[**1988** 1 work](https://md.research.elamur.ai/free/en/papers/webber-1988-discourse-deixis-reference-discourse-segments/) · [**1987** 1 work](https://md.research.elamur.ai/free/en/papers/shanker-1987-characterizing-structural-descriptions-produced-various/)

## Concepts, shelves and topics

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

💡 Concepts 11[Semantic role labeling · 5 works](https://md.research.elamur.ai/free/en/concepts/semantic-role-labeling/) · [Dependency parsing · 4 works](https://md.research.elamur.ai/free/en/concepts/dependency-parsing/) · [Universal Dependencies · 6 works](https://md.research.elamur.ai/free/en/concepts/universal-dependencies/) · [Discourse analysis · 5 works](https://md.research.elamur.ai/free/en/concepts/discourse-analysis/) · [Word sense disambiguation · 2 works](https://md.research.elamur.ai/free/en/concepts/word-sense-disambiguation/) · [Semantic parsing · 1 work](https://md.research.elamur.ai/free/en/concepts/semantic-parsing/) · [Part-of-speech tagging · 1 work](https://md.research.elamur.ai/free/en/concepts/part-of-speech-tagging/) · [Distributional semantics · 1 work](https://md.research.elamur.ai/free/en/concepts/distributional-semantics/) · [Corpus linguistics · 2 works](https://md.research.elamur.ai/free/en/concepts/corpus-linguistics/) · [Coreference resolution · 1 work](https://md.research.elamur.ai/free/en/concepts/coreference-resolution/) · [Lexicography · 1 work](https://md.research.elamur.ai/free/en/concepts/lexicography/)

📚 Shelves 25[Computer Science · 128 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 128 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 76 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 74 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 12 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Social Sciences · 4 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Mathematics · 3 works](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Psychology · 3 works](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Biochemistry, Genetics and Molecular Biology · 4 works](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Molecular Biology · 4 works](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) · [Philosophy · 6 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/philosophy/) · [Decision Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [Information Systems · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Literature and Literary Theory · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/literature-and-literary-theory/)+10 more

🧭 Topics 32[English · 44 works](https://md.research.elamur.ai/free/en/topics/english/) · [Machine translation · 14 works](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Discourse analysis · 25 works](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Semantic role labeling · 10 works](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Treebanks · 19 works](https://md.research.elamur.ai/free/en/topics/treebanks/) · [Language models & pretraining · 7 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dependency parsing · 5 works](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Word sense disambiguation · 2 works](https://md.research.elamur.ai/free/en/topics/word-sense-disambiguation/) · [Coreference resolution · 16 works](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Syntax & grammar formalisms · 4 works](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) · [Reasoning · 6 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Part-of-speech tagging · 3 works](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) · [Semitic languages · 10 works](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [Multilingual & cross-lingual NLP · 4 works](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Dialogue systems · 5 works](https://md.research.elamur.ai/free/en/topics/dialogue-systems/)+17 more

## Collaborates with

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

1. **[University of Edinburgh](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/)***13 works shared*
2. **[Johns Hopkins University](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/)***10 works shared*
3. **[Google](https://md.research.elamur.ai/free/en/companies/google/)***5 works shared*
4. **[Carnegie Mellon University](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/)***5 works shared*
5. **[University of Washington](https://md.research.elamur.ai/free/en/universities/university-of-washington/)***5 works shared*
6. **[Harvard University](https://md.research.elamur.ai/free/en/universities/harvard-university/)***5 works shared*
7. **[University of Colorado Boulder](https://md.research.elamur.ai/free/en/universities/university-of-colorado-boulder/)***5 works shared*
8. **[Rutgers, The State University of New Jersey](https://md.research.elamur.ai/free/en/universities/rutgers-the-state-university-of-new-jersey/)***5 works shared*
9. **[Microsoft](https://md.research.elamur.ai/free/en/companies/microsoft/)***4 works shared*
10. **[University of Sheffield](https://md.research.elamur.ai/free/en/universities/university-of-sheffield/)***4 works shared*
11. **[Amazon](https://md.research.elamur.ai/free/en/companies/amazon/)***4 works shared*
12. **[Queen Mary University of London](https://md.research.elamur.ai/free/en/universities/queen-mary-university-of-london/)***4 works shared*

## Parent and units

**Related** Children's Hospital of Philadelphia Hospital of the University of Pennsylvania Penn Presbyterian Medical Center Pennsylvania Hospital Philadelphia VA Medical Center University of Pennsylvania Health System University of Pennsylvania Press

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 Pennsylvania; 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