Mark E Neumann
Impact in
- Artificial Intelligence top 2%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Text Analysis Techniques
- Advanced Graph Neural Networks
- Text Readability and Simplification
- Sentiment Analysis and Opinion Mining
- Health Informatics top 10%
Papers in
-
- Topic Modeling 6
- Natural Language Processing Techniques 5
- Semantic Web and Ontologies 2
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- Corporate Governance and Management 2
- Co-authors
- Matthew E. Peters (2 shared papers)Luke Zettlemoyer (1 shared paper)Wen-tau Yih (1 shared paper)Noah A. Smith (1 shared paper)Sameer Singh (1 shared paper)Roy Schwartz (1 shared paper)Robert Logan (1 shared paper)Vidur Joshi (1 shared paper)
- Journals
- Empirical Methods in Natural Language Processing (1 paper)SSRN Electronic Journal (1 paper)HMD Praxis der Wirtschaftsinformatik (1 paper)PubMed (19 papers)ThinkTech (Texas Tech University) (1 paper)
- Partner nations
- United StatesGermanyFrance
In The Last Decade
Mark E Neumann
29 papers receiving 914 citations
Mark E Neumann's Hit Papers
Peers
Comparison fields: 5 of 97
- Artificial Intelligence 777
- Health Informatics 12
- Computer Vision and Pattern Recognition 157
- General Social Sciences 13
- Information Systems and Management 25
Countries citing papers authored by Mark E Neumann
This map shows the geographic impact of Mark E Neumann's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mark E Neumann with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mark E Neumann more than expected).
Fields of papers citing papers by Mark E Neumann
This network shows the impact of papers produced by Mark E Neumann. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mark E Neumann. The network helps show where Mark E Neumann may publish in the future.
Co-authors
The 25 scholars most cited alongside Mark E Neumann, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 32 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Knowledge Enhanced Contextual Word Representations Hit paper breakdown → | 2019 | 395 |
| 2 | S2ORC: The Semantic Scholar Open Research Corpus Hit paper breakdown → | 2020 | 271 |
| 3 | 2018 | 229 | |
| 4 | "Fistula first" initiative pushes for new standards in access care. | 2004 | 14 |
| 5 | Creation of innovation by knowledge management – A case study of a learning software organisation | 2003 | 11 |
| 6 | 2021 | 7 | |
| 7 | 2009 | 4 | |
| 8 | GORC: A large contextual citation graph of academic papers | 2019 | 3 |
| 9 | 2004 | 3 | |
| 10 | FDA approval of Omontys changes the ESA playing field. | 2012 | 3 |
| 11 | 19th annual ranking: moderate growth for providers, but rebasing, ACO participation will impact long-term picture. | 2013 | 3 |
| 12 | Writing Code for NLP Research | 2018 | 2 |
| 13 | 2012 | 2 | |
| 14 | KDIGO takes clinical practice guidelines to a global level. | 2006 | 2 |
| 15 | Results in KEEP's first report show progress in early identification of CKD patients. | 2003 | 2 |
| 16 | 20th annual ranking: a look back, and getting positioned for the future. | 2014 | 2 |
| 17 | UNOS data shows largest drop in organ donations in 20 years. | 2010 | 2 |
| 18 | Catheter use remains center of debate in success of Fistula First. | 2008 | 2 |
| 19 | Losing ground. A look at the recent decline in PD therapy. | 2002 | 1 |
| 20 | Learning to Reason with Adaptive Computation | 2016 | 1 |
About Mark E Neumann
Mark E Neumann is a scholar working on Artificial Intelligence, Strategy and Management, Computer Vision and Pattern Recognition, Management of Technology and Innovation and Public Health, Environmental and Occupational Health, having authored 32 papers that have together received 971 indexed citations. Recurring topics across this work include Topic Modeling (6 papers), Natural Language Processing Techniques (5 papers), Multimodal Machine Learning Applications (2 papers), Semantic Web and Ontologies (2 papers), Corporate Governance and Management (2 papers), Education Methods and Technologies (1 paper), Knowledge Management and Sharing (1 paper) and Cardiac, Anesthesia and Surgical Outcomes (1 paper). The work is most often cited by research in Artificial Intelligence (777 citations), Health Informatics (12 citations), Computer Vision and Pattern Recognition (157 citations), General Social Sciences (13 citations) and Information Systems and Management (25 citations). Mark E Neumann has collaborated with scholars based in United States, Germany and France. Frequent co-authors include Matthew E. Peters, Luke Zettlemoyer, Wen-tau Yih, Noah A. Smith, Sameer Singh, Roy Schwartz, Robert Logan, Vidur Joshi, Rodney Kinney and Daniel S. Weld. Their work appears in journals such as Empirical Methods in Natural Language Processing, SSRN Electronic Journal, HMD Praxis der Wirtschaftsinformatik, PubMed and ThinkTech (Texas Tech University).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.