Benjamin Roth
Impact in
- Artificial Intelligence top 2%
- Topic Modeling
- Natural Language Processing Techniques
- Sentiment Analysis and Opinion Mining
- Advanced Text Analysis Techniques
- Advanced Graph Neural Networks
- Text and Document Classification Technologies
- Semantic Web and Ontologies
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- Data Quality and Management
Papers in
-
- Topic Modeling 37
- Natural Language Processing Techniques 29
- Advanced Text Analysis Techniques 9
- Semantic Web and Ontologies 8
- Machine Learning and Data Classification 6
- Text and Document Classification Technologies 6
- Sentiment Analysis and Opinion Mining 5
- Co-authors
- Dietrich Klakow (15 shared papers)Andrew McCallum (5 shared papers)Arvind Neelakantan (2 shared papers)Michael Wiegand (12 shared papers)Alexandra Balahur (2 shared papers)Andrés Montoyo (1 shared paper)Hinrich Schütze (6 shared papers)Martin M. Schmitt (1 shared paper)
- Journals
- Theory and applications of categories (5 papers)Language Resources and Evaluation (2 papers)Transactions of the Association for Computational Linguistics (1 paper)Artificial Intelligence Review (1 paper)Computational Linguistics (1 paper)
- Partner nations
- GermanyAustriaUnited States
In The Last Decade
Benjamin Roth
57 papers receiving 903 citations
Peers
Comparison fields: 5 of 82
- Artificial Intelligence 858
- Management Science and Operations Research 95
- Information Systems 125
- Computer Vision and Pattern Recognition 69
- Statistical and Nonlinear Physics 31
Countries citing papers authored by Benjamin Roth
This map shows the geographic impact of Benjamin 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 Benjamin Roth with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Benjamin Roth more than expected).
Fields of papers citing papers by Benjamin Roth
This network shows the impact of papers produced by Benjamin 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 Benjamin Roth. The network helps show where Benjamin Roth may publish in the future.
Co-authors
The 25 scholars most cited alongside Benjamin 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 69 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2015 | 183 | |
| 2 | A survey on the role of negation in sentiment analysis | 2010 | 174 |
| 3 | 2018 | 94 | |
| 4 | Topic Models for Word Sense Disambiguation and Token-Based Idiom Detection | 2010 | 54 |
| 5 | 2018 | 51 | |
| 6 | Compositional Vector Space Models for Knowledge Base Inference. | 2015 | 43 |
| 7 | 2013 | 41 | |
| 8 | 2016 | 26 | |
| 9 | 2013 | 25 | |
| 10 | 2017 | 23 | |
| 11 | 2019 | 19 | |
| 12 | 2012 | 17 | |
| 13 | 2018 | 15 | |
| 14 | 2013 | 12 | |
| 15 | 2014 | 12 | |
| 16 | 2012 | 12 | |
| 17 | 2017 | 11 | |
| 18 | 2024 | 11 | |
| 19 | Effective Slot Filling Based on Shallow Distant Supervision Methods | 2014 | 10 |
| 20 | 2016 | 9 |
About Benjamin Roth
Benjamin Roth is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Signal Processing and Molecular Biology, having authored 69 papers that have together received 965 indexed citations. Recurring topics across this work include Topic Modeling (37 papers), Natural Language Processing Techniques (29 papers), Advanced Text Analysis Techniques (9 papers), Semantic Web and Ontologies (8 papers), Machine Learning and Data Classification (6 papers), Text and Document Classification Technologies (6 papers), Sentiment Analysis and Opinion Mining (5 papers) and Biomedical Text Mining and Ontologies (5 papers). The work is most often cited by research in Artificial Intelligence (858 citations), Management Science and Operations Research (95 citations), Information Systems (125 citations), Computer Vision and Pattern Recognition (69 citations) and Statistical and Nonlinear Physics (31 citations). Benjamin Roth has collaborated with scholars based in Germany, Austria and United States. Frequent co-authors include Dietrich Klakow, Andrew McCallum, Arvind Neelakantan, Michael Wiegand, Alexandra Balahur, Andrés Montoyo, Hinrich Schütze, Martin M. Schmitt, Linlin Li and Caroline Sporleder. Their work appears in journals such as Theory and applications of categories, Language Resources and Evaluation, Transactions of the Association for Computational Linguistics, Artificial Intelligence Review 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.