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
- Explainable Artificial Intelligence (XAI)
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- Data Quality and Management
Papers in
-
- Topic Modeling 32
- Natural Language Processing Techniques 24
- Advanced Text Analysis Techniques 8
- Semantic Web and Ontologies 6
- Sentiment Analysis and Opinion Mining 5
- Text and Document Classification Technologies 5
- Speech and dialogue systems 4
- Explainable Artificial Intelligence (XAI) 4
- Co-authors
- Dietrich Klakow (13 shared papers)Andrew McCallum (4 shared papers)Arvind Neelakantan (2 shared papers)Michael Wiegand (11 shared papers)Alexandra Balahur (2 shared papers)Andrés Montoyo (1 shared paper)Hinrich Schütze (3 shared papers)Martin Schmitt (2 shared papers)
- Journals
- Theory and applications of categories (5 papers)Language Resources and Evaluation (3 papers)Cancer Research (2 papers)PLoS ONE (1 paper)Transactions of the Association for Computational Linguistics (1 paper)
- Partner nations
- GermanyAustriaUnited States
In The Last Decade
Benjamin Roth
42 papers receiving 663 citations
Peers
Comparison fields: 5 of 75
- Artificial Intelligence 656
- Management Science and Operations Research 69
- Information Systems 91
- Computer Vision and Pattern Recognition 52
- Statistical and Nonlinear Physics 23
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 55 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A survey on the role of negation in sentiment analysis | 2010 | 145 |
| 2 | 2015 | 140 | |
| 3 | 2018 | 76 | |
| 4 | Topic Models for Word Sense Disambiguation and Token-Based Idiom Detection | 2010 | 50 |
| 5 | 2018 | 37 | |
| 6 | 2013 | 35 | |
| 7 | Compositional Vector Space Models for Knowledge Base Inference. | 2015 | 32 |
| 8 | 2016 | 21 | |
| 9 | 2013 | 20 | |
| 10 | 2017 | 19 | |
| 11 | 2019 | 16 | |
| 12 | 2018 | 14 | |
| 13 | 2013 | 11 | |
| 14 | Effective Slot Filling Based on Shallow Distant Supervision Methods | 2014 | 10 |
| 15 | 2017 | 10 | |
| 16 | A Gold Standard for Relation Extraction in the Food Domain | 2012 | 9 |
| 17 | 2014 | 8 | |
| 18 | Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for TAC KBP Slotfilling 2012. | 2012 | 6 |
| 19 | Saarland University Spoken Language Systems at the Slot Filling Task of TAC KBP 2010 | 2010 | 6 |
| 20 | 2019 | 6 |
About Benjamin Roth
Benjamin Roth is a scholar working on Artificial Intelligence, Molecular Biology, Information Systems, Computer Vision and Pattern Recognition and General Health Professions, having authored 55 papers that have together received 721 indexed citations. Recurring topics across this work include Topic Modeling (32 papers), Natural Language Processing Techniques (24 papers), Advanced Text Analysis Techniques (8 papers), Semantic Web and Ontologies (6 papers), Sentiment Analysis and Opinion Mining (5 papers), Text and Document Classification Technologies (5 papers), Speech and dialogue systems (4 papers) and Explainable Artificial Intelligence (XAI) (4 papers). The work is most often cited by research in Artificial Intelligence (656 citations), Management Science and Operations Research (69 citations), Information Systems (91 citations), Computer Vision and Pattern Recognition (52 citations) and Statistical and Nonlinear Physics (23 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 Schmitt, Linlin Li and Caroline Sporleder. Their work appears in journals such as Theory and applications of categories, Language Resources and Evaluation, Cancer Research, PLoS ONE and Transactions of the Association for 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.