Elijah Mayfield
Impact in
-
- Online Learning and Analytics
- Artificial Intelligence top 5%
- Topic Modeling
- Natural Language Processing Techniques
- Intelligent Tutoring Systems and Adaptive Learning
- Sentiment Analysis and Opinion Mining
- Advanced Text Analysis Techniques
- Speech and dialogue systems
Papers in
-
- Topic Modeling 14
- Natural Language Processing Techniques 9
- Speech and dialogue systems 5
- Sentiment Analysis and Opinion Mining 5
- Evolutionary Algorithms and Applications 2
-
- Software Engineering Research 5
- Co-authors
- Carolyn Penstein Rosé (13 shared papers)Alan W. Black (4 shared papers)Ross H. Nehm (1 shared paper)Minsu Ha (1 shared paper)G. David Adamson (5 shared papers)Tenbroeck Smith (1 shared paper)Dan Jurafsky (1 shared paper)Robert E. Kraut (1 shared paper)
- Journals
- Language Resources and Evaluation (2 papers)Journal of Science Education and Technology (1 paper)Journal of the American Medical Informatics Association (1 paper)Journal of Educational Measurement (1 paper)Proceedings of the ACM on Human-Computer Interaction (1 paper)
- Partner nations
- United StatesSwitzerlandGermany
In The Last Decade
Elijah Mayfield
27 papers receiving 578 citations
Peers
Comparison fields: 5 of 75
- Computer Science Applications 106
- Artificial Intelligence 349
- Developmental and Educational Psychology 127
- Health Informatics 10
- Communication 44
Countries citing papers authored by Elijah Mayfield
This map shows the geographic impact of Elijah Mayfield'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 Elijah Mayfield with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Elijah Mayfield more than expected).
Fields of papers citing papers by Elijah Mayfield
This network shows the impact of papers produced by Elijah Mayfield. 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 Elijah Mayfield. The network helps show where Elijah Mayfield may publish in the future.
Co-authors
The 25 scholars most cited alongside Elijah Mayfield, 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 28 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2011 | 112 | |
| 2 | 2020 | 81 | |
| 3 | 2019 | 71 | |
| 4 | 2012 | 53 | |
| 5 | 2012 | 36 | |
| 6 | 2017 | 32 | |
| 7 | An Interactive Tool for Supporting Error Analysis for Text Mining | 2010 | 28 |
| 8 | Sentiment Classification using Automatically Extracted Subgraph Features | 2010 | 23 |
| 9 | 2019 | 22 | |
| 10 | Hierarchical Conversation Structure Prediction in Multi-Party Chat | 2012 | 22 |
| 11 | 2013 | 21 | |
| 12 | Recognizing Authority in Dialogue with an Integer Linear Programming Constrained Model | 2011 | 21 |
| 13 | Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model | 2012 | 17 |
| 14 | Why Attention is Not Explanation: Surgical Intervention and Causal Reasoning about Neural Models. | 2020 | 12 |
| 15 | 2019 | 10 | |
| 16 | Trustworthy Automated Essay Scoring without Explicit Construct Validity. | 2018 | 9 |
| 17 | 2010 | 8 | |
| 18 | 2012 | 7 | |
| 19 | 2010 | 5 | |
| 20 | Machine-Aided Annotation for Fine-Grained Proposition Types in Argumentation | 2020 | 4 |
About Elijah Mayfield
Elijah Mayfield is a scholar working on Artificial Intelligence, Information Systems, Communication, Social Psychology and Developmental and Educational Psychology, having authored 28 papers that have together received 613 indexed citations. Recurring topics across this work include Topic Modeling (14 papers), Natural Language Processing Techniques (9 papers), Speech and dialogue systems (5 papers), Software Engineering Research (5 papers), Sentiment Analysis and Opinion Mining (5 papers), Wikis in Education and Collaboration (4 papers), Evolutionary Algorithms and Applications (2 papers) and Innovative Teaching and Learning Methods (2 papers). The work is most often cited by research in Computer Science Applications (106 citations), Artificial Intelligence (349 citations), Developmental and Educational Psychology (127 citations), Health Informatics (10 citations) and Communication (44 citations). Elijah Mayfield has collaborated with scholars based in United States, Switzerland and Germany. Frequent co-authors include Carolyn Penstein Rosé, Alan W. Black, Ross H. Nehm, Minsu Ha, G. David Adamson, Tenbroeck Smith, Dan Jurafsky, Robert E. Kraut, Diyi Yang and Frank Fischer. Their work appears in journals such as Language Resources and Evaluation, Journal of Science Education and Technology, Journal of the American Medical Informatics Association, Journal of Educational Measurement and Proceedings of the ACM on Human-Computer Interaction.
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.