🧑🔬 People (149)Authors with a page here who worked or studied at University of Illinois Urbana-Champaign: first those whose cited work was done most here; beside each, their citations.
Core (34) Confirmed by their records, or by their bylines here with a fair part of their work.
Dan Roth 1997–2021 on 297 papers 32 papers here · 16,275 citations Heng Ji current · 2014–2026 on 84 papers 20 papers here · 9,397 citations Jiawei Han current · 2002–2026 on 918 papers 14 papers here · 5,268 citations Shyam Upadhyay 2015–2017 on 12 papers 2 papers here · 8,058 citations Lev Ratinov current · 2007–2024 on 10 papers 3 papers here · 4,329 citations Tong Zhang current · 2018–2026 on 98 papers · employment (ORCID) 5 papers here · 3,158 citations Liyuan Liu 2017–2021 on 30 papers 3 papers here · 2,369 citations Raymond Mooney 1985–1990 on 5 papers 7 papers here · 4,636 citations Jing Jiang 2005–2008 on 11 papers 3 papers here · 3,169 citations Hao Peng 2023–2025 on 6 papers 11 papers here · 4,596 citations ChengXiang Zhai current · 2003–2026 on 464 papers 2 papers here · 1,635 citations Ming Zhong 2022–2024 on 11 papers 5 papers here · 1,981 citations Julia Hockenmaier current · 2008–2026 on 81 papers 2 papers here · 1,736 citations Hongyu Gong 2017–2021 on 20 papers 2 papers here · 1,181 citations Yuning Mao 2018–2025 on 25 papers 3 papers here · 1,078 citations Yu Meng 2018–2023 on 36 papers 5 papers here · 1,142 citations Xingyao Wang current · 2022–2026 on 19 papers 3 papers here · 953 citations Subhro Roy 2014–2017 on 11 papers 3 papers here · 972 citations Deming Chen current · 2006–2026 on 300 papers 2 papers here · 809 citations Chao Zhang 2004–2020 on 57 papers 6 papers here · 1,968 citations Jingbo Shang 2014–2022 on 46 papers 3 papers here · 1,245 citations Lifan Yuan current · 2023–2025 on 14 papers 3 papers here · 789 citations Jian Peng current · 2015–2025 on 134 papers 2 papers here · 710 citations Lifu Huang 2019–2025 on 5 papers 3 papers here · 1,333 citations Yuhong Li 2018–2024 on 11 papers 2 papers here · 621 citations Also published with this affiliation (115) Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.
Wen-tau Yih 2001–2021 on 16 papers 23 papers here · 18,202 citations Kai-Wei Chang 2003–2024 on 22 papers 28 papers here · 14,938 citations John Wieting 2015–2018 on 4 papers 8 papers here · 9,883 citations Jie Huang 2023–2025 on 3 papers 4 papers here · 2,165 citations Mantas Mazeika 2019–2025 on 12 papers 4 papers here · 6,913 citations Weizhu Chen 2019–2024 on 2 papers 17 papers here · 11,163 citations Ivan Titov 2008–2009 on 5 papers 14 papers here · 6,932 citations Sheng Shen 2016–2018 on 2 papers 5 papers here · 3,472 citations Jiaxin Huang 2022–2023 on 4 papers 3 papers here · 1,040 citations Daniel Khashabi 2013–2016 on 9 papers 9 papers here · 5,567 citations Yujia Qin 2020–2021 on 2 papers 6 papers here · 3,654 citations Iz Beltagy current · 2024 on 1 paper 11 papers here · 7,120 citations Madian Khabsa 2021–2022 on 2 papers 3 papers here · 1,160 citations Vivek Srikumar 2008–2013 on 13 papers · education (Wikidata) 6 papers here · 2,762 citations Christos Christodoulopoulos 2014–2016 on 7 papers 5 papers here · 3,011 citations Min-Yen Kan 2020 on 2 papers 11 papers here · 3,712 citations Nanyun Peng 2023–2025 on 3 papers 11 papers here · 6,534 citations Joel Tetreault 2018–2023 on 2 papers 13 papers here · 2,492 citations Yee Seng Chan 2010–2011 on 3 papers 2 papers here · 1,157 citations Zihan Li 2023 on 3 papers 3 papers here · 978 citations Kashun Shum 2023–2024 on 4 papers 2 papers here · 594 citations Minjia Zhang current · 2024–2026 on 35 papers 5 papers here · 1,219 citations Cheng Niu 2023–2024 on 3 papers 2 papers here · 370 citations Alla Rozovskaya 2007–2015 on 18 papers 2 papers here · 919 citations Qiang Ning 2015–2019 on 14 papers 3 papers here · 899 citations The first 25; all on the full list below.
See all 149 people →
📄 Works in our library (76)The most cited first (OpenAlex citations plus our library's).
SciPy 1.0 — Fundamental Algorithms for Scientific Computing in Python Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al. 2019 · 38,317 citations Word Representations: A Simple and General Method for Semi-Supervised Learning Joseph Turian, Lev-Arie Ratinov, Yoshua Bengio 2010 · 2,421 citations Design Challenges and Misconceptions in Named Entity Recognition Lev Ratinov, Dan Roth 2009 · 1,836 citations Learning Question Classifiers Xin Li, Dan Roth 2002 · 1,645 citations Instance Weighting for Domain Adaptation in NLP Jing Jiang, ChengXiang Zhai 2007 · 870 citations Towards Reasoning in Large Language Models: A Survey Jie Huang, Kevin Chen-Chuan Chang 2023 · 775 citations A Joint Model of Text and Aspect Ratings for Sentiment Summarization Ivan Titov, Ryan McDonald 2008 · 729 citations ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li, Zihan Li, Kai Zhang, et al. 2023 · 640 citations A Linear Programming Formulation for Global Inference in Natural Language Tasks Dan Roth, Wen-tau Yih 2004 · 636 citations Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions Kavita Ganesan, ChengXiang Zhai, Jiawei Han 2010 · 608 citations A Joint Neural Model for Information Extraction with Global Features Ying Lin, Heng Ji, Fei Huang, et al. 2020 · 600 citations Solving General Arithmetic Word Problems Subhro Roy, Dan Roth 2015 · 580 citations Collecting Image Annotations Using Amazon's Mechanical Turk Cyrus Rashtchian, Peter Young, Micah Hodosh, et al. 2010 · 562 citations Large Language Models Can Self-Improve Jiaxin Huang, Shixiang Gu, Le Hou, et al. 2023 · 560 citations TextBugger: Generating Adversarial Text Against Real-world Applications Jinfeng Li, Shouling Ji, Tianyu Du, et al. 2018 · 541 citations The Importance of Syntactic Parsing and Inference in Semantic Role Labeling Vasin Punyakanok, Dan Roth, Wen-tau Yih 2008 · 538 citations Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang, Ronan Le Bras, Chandra Bhagavatula, et al. 2019 · 536 citations Regularizing Neural Networks by Penalizing Confident Output Distributions Gabriel Pereyra, George Tucker, Jan Chorowski, et al. 2017 · 482 citations Measuring Coding Challenge Competence With APPS Dan Hendrycks, Steven Basart, Saurav Kadavath, et al. 2021 · 438 citations Document-Level Event Argument Extraction by Conditional Generation Sha Li, Heng Ji, Jiawei Han 2021 · 432 citations WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia Holger Schwenk, Vishrav Chaudhary, Shuo Sun, et al. 2019 · 424 citations Empower Sequence Labeling with Task-Aware Neural Language Model Liyuan Liu, Jingbo Shang, Frank F. Xu, et al. 2017 · 419 citations UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie, Chen Henry Wu, Peng Shi, et al. 2022 · 405 citations Large Language Models Cannot Self-Correct Reasoning Yet Jie Huang, Xinyun Chen, Swaroop Mishra, et al. 2023 · 396 citations Tool Learning with Foundation Models Yujia Qin, Shengding Hu, Yankai Lin, et al. 2023 · 376 citations See all 76 works →
🧭 TopicsTopics of its works in our library, with the number of works on each.
🧠 Language models & pretraining ( 19) 🔗 Coreference resolution ( 9) 🧮 Reasoning ( 8) 🐪 Semitic languages ( 5) ❓ Question answering ( 3) 📝 Summarization ( 3) 🧷 Idioms & multiword expressions ( 3) 🏷️ Named entity recognition ( 2) 🔎 Information extraction ( 2) 🕎 Hebrew & Aramaic ( 2) 🔍 Information retrieval & search ( 2) 🛡️ Bias, fairness & safety ( 2) 🧵 Discourse analysis ( 1) 🎭 Semantic role labeling ( 1) 🔤 Part-of-speech tagging ( 1)
9 more topics 😊 Sentiment & emotion ( 1) ✍️ Text generation ( 1) 📏 Evaluation & benchmarks ( 1) 🕸️ Knowledge graphs & ontologies ( 1) 💻 Code & programming languages ( 1) 📐 Syntax & grammar formalisms ( 1) 🧾 Semantic parsing & meaning representation ( 1) 🖼️ Vision & language ( 1) 🪶 Efficient models & compression ( 1)
📚 Fields💬 Natural language processing ( 34) 🗣️ Linguistics & languages ( 26) 🤖 AI & machine learning ( 8) ➗ Mathematics & statistics ( 6) 🖥️ Computing & GPUs ( 4) 🌐 Machine translation ( 2)
🤝 Collaborates withInstitutions on the bylines of the same works here; the number is the works they share.
Carnegie Mellon University9 Microsoft9 Google6 University of California, Berkeley6 University of Wisconsin–Madison6 University of Washington5 IBM5 Massachusetts Institute of Technology5 University of Southern California5 Stanford University4 University of Oxford4 University of Edinburgh4
🏛️ Parent and unitsPart of University of Illinois System
Units Anthony J. Leggett Institute for Condensed Matter Theory National Center for Supercomputing Applications
Related Advanced Digital Sciences Center Amita Health C3.ai Digital Transformation Institute Carle Foundation Hospital Taylor Geospatial Institute
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 Illinois Urbana-Champaign; 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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