Kirk Roberts
Impact in
- Health Informatics top 0.5%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 0.5%
- Topic Modeling
- Natural Language Processing Techniques
- Machine Learning in Healthcare
- Advanced Text Analysis Techniques
Papers in
-
- Topic Modeling 73
- Natural Language Processing Techniques 42
- Machine Learning in Healthcare 24
- Semantic Web and Ontologies 12
- Advanced Text Analysis Techniques 7
- Speech and dialogue systems 5
- Co-authors
- Dina Demner‐FushmanSanda M. HarabagiuYuqi SiHua XuBryan RinkWilliam HershSurabhi DattaJingqi Wang
- Journals
- Journal of the American Medical Informatics Association (13 papers)Journal of Biomedical Informatics (9 papers)Language Resources and Evaluation (5 papers)Database (5 papers)International Journal of Medical Informatics (2 papers)
- Partner nations
- United StatesAustraliaEgypt
In The Last Decade
Kirk Roberts
129 papers receiving 2.9k citations
Hit Papers
Peers
Comparison fields: 5 of 160
- Health Informatics 180
- Artificial Intelligence 1.9k
- Health Information Management 250
- Neurology 270
- Molecular Biology 1.0k
Countries citing papers authored by Kirk Roberts
This map shows the geographic impact of Kirk Roberts'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 Kirk Roberts with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Kirk Roberts more than expected).
Fields of papers citing papers by Kirk Roberts
This network shows the impact of papers produced by Kirk Roberts. 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 Kirk Roberts. The network helps show where Kirk Roberts may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Kirk Roberts, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2024 | 7 | |
| 2 | 2023 | 20 | |
| 3 | 2022 | 8 | |
| 4 | 2020 | 15 | |
| 5 | Evaluation of Dataset Selection for Pre-Training and Fine-Tuning Transformer Language Models for Clinical Question Answering. | 2020 | 9 |
| 6 | 2020 | 12 | |
| 7 | 2020 | 1 | |
| 8 | A Dataset Recommendation System for Researchers based on Publications. | 2019 | 1 |
| 9 | Adverse Reactions and Drug-Drug Interaction Extraction tracks at the Text Analysis Conference (TAC). | 2018 | 1 |
| 10 | A framenet for cancer information in clinical narratives: Schema and annotation | 2018 | 3 |
| 11 | Overview of the TAC 2017 Adverse Reaction Extraction from Drug Labels Track. | 2017 | 27 |
| 12 | Assessing the Corpus Size vs. Similarity Trade-off for Word Embeddings in Clinical NLP | 2016 | 19 |
| 13 | Overview of the TREC 2015 Clinical Decision Support Track. | 2015 | 66 |
| 14 | Annotating Question Decomposition on Complex Medical Questions | 2014 | 9 |
| 15 | Error Propagation in EHRs via Copy/Paste: An Analysis of Relative Dates. | 2014 | 1 |
| 16 | UTD-SpRL: A Joint Approach to Spatial Role Labeling | 2012 | 19 |
| 17 | EmpaTweet: Annotating and Detecting Emotions on Twitter | 2012 | 133 |
| 18 | UTDHLT: COPACETIC System for Choosing Plausible Alternatives | 2012 | 11 |
| 19 | Unsupervised Learning of Selectional Restrictions and Detection of Argument Coercions | 2011 | 5 |
| 20 | Scaling Answer Type Detection to Large Hierarchies | 2008 | 2 |
About Kirk Roberts
Kirk Roberts is a scholar working on Health Informatics, Artificial Intelligence, Health Information Management, Issues, ethics and legal aspects and Molecular Biology, having authored 136 papers that have together received 3.0k indexed citations. Recurring topics across this work include Topic Modeling (73 papers), Biomedical Text Mining and Ontologies (71 papers), Natural Language Processing Techniques (42 papers), Machine Learning in Healthcare (24 papers), Semantic Web and Ontologies (12 papers), Advanced Text Analysis Techniques (7 papers), Electronic Health Records Systems (6 papers) and Speech and dialogue systems (5 papers). The work is most often cited by research in Health Informatics (180 citations), Artificial Intelligence (1.9k citations), Health Information Management (250 citations), Neurology (270 citations) and Molecular Biology (1.0k citations). Kirk Roberts has collaborated with scholars based in United States, Australia and Egypt. Frequent co-authors include Dina Demner‐Fushman, Sanda M. Harabagiu, Yuqi Si, Hua Xu, Bryan Rink, William Hersh, Surabhi Datta, Jingqi Wang, Ellen M. Voorhees and Sarvesh Soni. Their work appears in journals such as Journal of the American Medical Informatics Association, Journal of Biomedical Informatics, Language Resources and Evaluation, Database and International Journal of Medical Informatics.
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.