Michael Roth
Impact in
- Artificial Intelligence top 2%
- Topic Modeling
- Natural Language Processing Techniques
- Text Readability and Simplification
- Speech and dialogue systems
- Semantic Web and Ontologies
- Advanced Graph Neural Networks
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- Multimodal Machine Learning Applications
Papers in
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- Natural Language Processing Techniques 29
- Topic Modeling 27
- Speech and dialogue systems 7
- Semantic Web and Ontologies 6
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- Service-Oriented Architecture and Web Services 8
- Co-authors
- Mirella Lapata (2 shared papers)Shyam Upadhyay (2 shared papers)Daniel Khashabi (1 shared paper)Snigdha Chaturvedi (1 shared paper)Dan Roth (1 shared paper)Anette Frank (8 shared papers)Kristian Woodsend (1 shared paper)Udo Lindemann (12 shared papers)
- Journals
- Language Resources and Evaluation (4 papers)Medical Physics (1 paper)Spectrochimica Acta Part B Atomic Spectroscopy (1 paper)Business Economics (1 paper)Computational Linguistics (1 paper)
- Partner nations
- GermanyUnited KingdomUnited States
In The Last Decade
Michael Roth
76 papers receiving 907 citations
Peers
Comparison fields: 5 of 98
- Artificial Intelligence 728
- Computer Vision and Pattern Recognition 184
- Software 31
- Management of Technology and Innovation 47
- Information Systems 125
Countries citing papers authored by Michael Roth
This map shows the geographic impact of Michael Roth'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 Michael Roth with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Roth more than expected).
Fields of papers citing papers by Michael Roth
This network shows the impact of papers produced by Michael Roth. 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 Michael Roth. The network helps show where Michael Roth may publish in the future.
Co-authors
The 25 scholars most cited alongside Michael Roth, 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 90 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2018 | 196 | |
| 2 | 2016 | 101 | |
| 3 | 2017 | 76 | |
| 4 | 2018 | 56 | |
| 5 | 2008 | 37 | |
| 6 | 2014 | 36 | |
| 7 | 2015 | 27 | |
| 8 | 2013 | 25 | |
| 9 | 2017 | 23 | |
| 10 | 2018 | 19 | |
| 11 | Aligning Predicate Argument Structures in Monolingual Comparable Texts: A New Corpus for a New Task | 2012 | 19 |
| 12 | 2015 | 19 | |
| 13 | 2004 | 19 | |
| 14 | 2008 | 18 | |
| 15 | 2018 | 18 | |
| 16 | 2014 | 17 | |
| 17 | wikiHowToImprove: A Resource and Analyses on Edits in Instructional Texts | 2020 | 13 |
| 18 | 2021 | 13 | |
| 19 | Predicate-specific Annotations for Implicit Role Binding: Corpus Annotation, Data Analysis and Evaluation Experiments | 2013 | 13 |
| 20 | Aligning Predicates across Monolingual Comparable Texts using Graph-based Clustering | 2012 | 10 |
About Michael Roth
Michael Roth is a scholar working on Artificial Intelligence, Information Systems, Mechanical Engineering, Management of Technology and Innovation and Computer Networks and Communications, having authored 90 papers that have together received 1.0k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (29 papers), Topic Modeling (27 papers), Product Development and Customization (12 papers), Design Education and Practice (8 papers), Service-Oriented Architecture and Web Services (8 papers), Speech and dialogue systems (7 papers), Manufacturing Process and Optimization (7 papers) and Semantic Web and Ontologies (6 papers). The work is most often cited by research in Artificial Intelligence (728 citations), Computer Vision and Pattern Recognition (184 citations), Software (31 citations), Management of Technology and Innovation (47 citations) and Information Systems (125 citations). Michael Roth has collaborated with scholars based in Germany, United Kingdom and United States. Frequent co-authors include Mirella Lapata, Shyam Upadhyay, Daniel Khashabi, Snigdha Chaturvedi, Dan Roth, Anette Frank, Kristian Woodsend, Udo Lindemann, Sabine Schulte im Walde and Stefan Thater. Their work appears in journals such as Language Resources and Evaluation, Medical Physics, Spectrochimica Acta Part B Atomic Spectroscopy, Business Economics and Computational Linguistics.
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.