🧑🔬 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.
Dan Roth current · 2017–2026 on 257 papers · employment (ORCID) 32 papers here · 16,275 citations Martha Palmer 1981–2016 on 73 papers · employment (Wikidata) 31 papers here · 15,544 citations Aravind Joshi 1963–2017 on 193 papers 19 papers here · 8,040 citations Fernando Pereira 2002–2012 on 37 papers 10 papers here · 10,442 citations Ryan McDonald 2004–2011 on 16 papers 16 papers here · 11,951 citations John Blitzer 2003–2008 on 14 papers 5 papers here · 5,699 citations Annie Louis 2008–2013 on 26 papers 5 papers here · 6,390 citations Shyam Upadhyay 2018–2019 on 9 papers 2 papers here · 8,058 citations Wei Xu 2014–2016 on 8 papers 14 papers here · 10,288 citations Ellie Pavlick 2014–2018 on 22 papers · education (Wikidata) 16 papers here · 10,811 citations Daniel Gildea 2001–2005 on 7 papers 12 papers here · 8,856 citations Patrick Chao 2021–2025 on 6 papers 2 papers here · 4,092 citations David Yarowsky 1993–1999 on 6 papers 12 papers here · 6,561 citations Beatrice Santorini 1987–2023 on 13 papers 6 papers here · 3,531 citations Emily Pitler 2008–2013 on 16 papers 9 papers here · 6,876 citations Mark Dredze 2005–2017 on 22 papers · education (ORCID) · education (Wikidata) 13 papers here · 7,078 citations Mitchell Marcus current · 1990–2023 on 39 papers 3 papers here · 2,927 citations Rashmi Prasad 2001–2019 on 31 papers 16 papers here · 3,544 citations Eric Brill 1991–2002 on 9 papers 4 papers here · 4,838 citations Eleni Miltsakaki current · 2000–2024 on 34 papers 3 papers here · 2,631 citations Ani Nenkova 2007–2023 on 99 papers 10 papers here · 2,588 citations Ann Bies 1994–2022 on 41 papers 8 papers here · 2,402 citations Alan Lee 2005–2019 on 16 papers 6 papers here · 2,369 citations Daniel Khashabi 2017–2024 on 11 papers 9 papers here · 5,567 citations Daphne Ippolito 2016–2023 on 22 papers 3 papers here · 3,216 citations 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.
Michael Collins 1996–1999 on 5 papers 21 papers here · 20,822 citations Paul Kingsbury 2002–2005 on 4 papers 2 papers here · 3,995 citations Yejin Choi 2020–2023 on 2 papers 48 papers here · 27,882 citations Lance Ramshaw 1994–2016 on 3 papers 4 papers here · 4,369 citations Philip Resnik 1992–1993 on 5 papers 14 papers here · 8,747 citations Mark Yatskar current · 2020–2026 on 43 papers 9 papers here · 6,236 citations Ian Tenney 2020 on 2 papers 5 papers here · 7,786 citations Nianwen Xue 2002–2019 on 14 papers 22 papers here · 5,725 citations Sameer Singh 2017–2021 on 4 papers 14 papers here · 8,012 citations David Chiang 2000–2004 on 8 papers · education (ORCID) · education (Wikidata) 12 papers here · 7,102 citations Sameer Pradhan current · 2015–2025 on 16 papers 20 papers here · 5,293 citations Jason Eisner 1995–2012 on 11 papers 11 papers here · 4,921 citations Maarten Sap 2014–2017 on 11 papers 12 papers here · 9,429 citations Matt Gardner 2020–2022 on 3 papers 18 papers here · 8,147 citations John Hewitt 2016–2018 on 5 papers 3 papers here · 6,983 citations Mark Steedman 1987–2007 on 33 papers 14 papers here · 3,771 citations Bonnie Webber 1978–2019 on 72 papers 26 papers here · 4,571 citations Kathleen McKeown 1979–1983 on 6 papers 15 papers here · 6,339 citations Hongming Zhang 2021–2024 on 11 papers 7 papers here · 3,117 citations Dong Yu 2023–2024 on 4 papers 9 papers here · 2,869 citations Owen Rambow 1991–2007 on 14 papers · education (ORCID) · education (Wikidata) 29 papers here · 6,527 citations Marilyn Walker 1990–1996 on 9 papers 11 papers here · 2,626 citations Ramy Eskander 2014–2024 on 2 papers 2 papers here · 2,826 citations Michael Strube 1998–2020 on 8 papers 35 papers here · 4,587 citations David Weir 1986–1988 on 4 papers 4 papers here · 1,277 citations The first 25; all on the full list below.
See all 173 people →
📄 Works in our library (143)The most cited first (OpenAlex citations plus our library's).
Verb Semantics and Lexical Selection Zhibiao Wu, Martha Palmer 1994 · 3,276 citations The Proposition Bank: An Annotated Corpus of Semantic Roles Martha Palmer, Daniel Gildea, Paul Kingsbury 2005 · 3,208 citations Unsupervised Word Sense Disambiguation Rivaling Supervised Methods David Yarowsky 1995 · 2,840 citations Automatic Labeling of Semantic Roles Daniel Gildea, Daniel Jurafsky 2002 · 2,216 citations Centering: A Framework for Modeling the Local Coherence of Discourse Barbara J. Grosz, Aravind K. Joshi, Scott Weinstein 1995 · 2,101 citations Abstract Meaning Representation for Sembanking Laura Banarescu, Claire Bonial, Shu Cai, et al. 2013 · 1,915 citations The Penn Discourse TreeBank 2.0. Rashmi Prasad, Nikhil Dinesh, Alan Lee, et al. 2008 · 1,793 citations Domain Adaptation with Structural Correspondence Learning John Blitzer, Ryan McDonald, Fernando Pereira 2006 · 1,792 citations A Simple Rule-Based Part of Speech Tagger Eric Brill 1992 · 1,618 citations 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 NLTK: The Natural Language Toolkit Steven Bird 2006 · 1,372 citations Non-Projective Dependency Parsing using Spanning Tree Algorithms Ryan McDonald, Fernando Pereira, Kiril Ribarov, et al. 2005 · 1,258 citations Online Large-Margin Training of Dependency Parsers Ryan McDonald, Koby Crammer, Fernando Pereira 2005 · 1,212 citations The Penn Treebank: Annotating Predicate Argument Structure Mitchell Marcus, Grace Kim, Mary Ann Marcinkiewicz, et al. 1994 · 1,056 citations Three Generative, Lexicalised Models for Statistical Parsing Michael Collins 1997 · 1,045 citations PPDB: The Paraphrase Database Juri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch 2013 · 964 citations Optimizing Statistical Machine Translation for Text Simplification Wei Xu, Courtney Napoles, Ellie Pavlick, et al. 2016 · 952 citations Three New Probabilistic Models for Dependency Parsing: An Exploration Jason M. Eisner 1996 · 908 citations From TreeBank to PropBank Paul Kingsbury, Martha Palmer 2002 · 787 citations Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach Wenpeng Yin, Jamaal Hay, Dan Roth 2019 · 731 citations Online Learning of Approximate Dependency Parsing Algorithms Ryan McDonald, Fernando Pereira 2006 · 729 citations Entity-Based Cross-Document Coreferencing Using the Vector Space Model Amit Bagga, Breck Baldwin 1998 · 699 citations Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences Daniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al. 2018 · 669 citations Problems in Current Text Simplification Research: New Data Can Help Wei Xu, Chris Callison-Burch, Courtney Napoles 2015 · 659 citations CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn Treebank Julia Hockenmaier, Mark Steedman 2007 · 611 citations See all 143 works →
🧭 TopicsTopics of its works in our library, with the number of works on each.
🧵 Discourse analysis ( 25) 🗂️ Treebanks ( 19) 🔗 Coreference resolution ( 16) 🎭 Semantic role labeling ( 10) 🐪 Semitic languages ( 10) 🔁 Machine translation ( 7) 🧠 Language models & pretraining ( 7) 🧮 Reasoning ( 6) 🌳 Dependency parsing ( 5) 🗨️ Dialogue systems ( 5) ❓ Question answering ( 4) 🌍 Multilingual & cross-lingual NLP ( 4) 📏 Evaluation & benchmarks ( 4) 📐 Syntax & grammar formalisms ( 4) 🔤 Part-of-speech tagging ( 3)
15 more topics 🧩 Morphology ( 3) 🔀 Word sense disambiguation ( 2) 🌱 Low-resource languages ( 2) 🛡️ Bias, fairness & safety ( 2) ✂️ Tokenization & segmentation ( 2) 💬 Speech act theory ( 1) 😉 Implicature ( 1) 😊 Sentiment & emotion ( 1) 📝 Summarization ( 1) 🎙️ Speech & spoken language ( 1) 🕸️ Knowledge graphs & ontologies ( 1) 🔍 Information retrieval & search ( 1) 🧾 Semantic parsing & meaning representation ( 1) 🖼️ Vision & language ( 1) 🧷 Idioms & multiword expressions ( 1)
📚 Fields🗣️ Linguistics & languages ( 91) 💬 Natural language processing ( 51) 🌐 Machine translation ( 21) 🤖 AI & machine learning ( 5) 🖥️ Computing & GPUs ( 3) ➗ Mathematics & statistics ( 3)
🤝 Collaborates withInstitutions on the bylines of the same works here; the number is the works they share.
University of Edinburgh13 Johns Hopkins University10 Google5 University of Washington5 Carnegie Mellon University5 University of Colorado Boulder5 Harvard University5 Rutgers, The State University of New Jersey5 Microsoft4 Amazon4 University of Sheffield4 Queen Mary University of London4
🏛️ Parent and unitsRelated 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.
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