Stephen Roller
Impact in
- Artificial Intelligence top 2%
- Topic Modeling
- Natural Language Processing Techniques
- Speech and dialogue systems
- Advanced Text Analysis Techniques
- AI in Service Interactions
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- Geographic Information Systems Studies
Papers in
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- Topic Modeling 19
- Natural Language Processing Techniques 16
- Speech and dialogue systems 6
- Artificial Intelligence in Games 3
- Multi-Agent Systems and Negotiation 2
- Domain Adaptation and Few-Shot Learning 2
- Advanced Text Analysis Techniques 2
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- Multimodal Machine Learning Applications 3
- Co-authors
- Jason Weston (7 shared papers)Katrin Erk (5 shared papers)Douwe Kiela (3 shared papers)Gemma Boleda (2 shared papers)Abigail See (1 shared paper)Sabine Schulte im Walde (3 shared papers)Jason Baldridge (1 shared paper)Ye Zhang (1 shared paper)
- Journals
- Science (1 paper)Computational Linguistics (1 paper)North American Chapter of the Association for Computational Linguistics (1 paper)Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (1 paper)arXiv (Cornell University) (4 papers)
- Partner nations
- United StatesIsraelGermany
In The Last Decade
Stephen Roller
24 papers receiving 1.1k citations
Peers
Comparison fields: 5 of 84
- Artificial Intelligence 891
- Geography, Planning and Development 75
- Transportation 73
- Computer Vision and Pattern Recognition 175
- Health Informatics 9
Countries citing papers authored by Stephen Roller
This map shows the geographic impact of Stephen Roller'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 Stephen Roller with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stephen Roller more than expected).
Fields of papers citing papers by Stephen Roller
This network shows the impact of papers produced by Stephen Roller. 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 Stephen Roller. The network helps show where Stephen Roller may publish in the future.
Co-authors
The 25 scholars most cited alongside Stephen Roller, 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 25 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2019 | 142 | |
| 2 | Supervised Text-based Geolocation Using Language Models on an Adaptive Grid | 2012 | 139 |
| 3 | 2022 | 136 | |
| 4 | Inclusive yet Selective: Supervised Distributional Hypernymy Detection | 2014 | 111 |
| 5 | 2016 | 79 | |
| 6 | 2020 | 77 | |
| 7 | 2021 | 71 | |
| 8 | Neural Text Generation With Unlikelihood Training | 2020 | 65 |
| 9 | 2013 | 59 | |
| 10 | 2019 | 39 | |
| 11 | 2022 | 32 | |
| 12 | 2022 | 30 | |
| 13 | 2016 | 28 | |
| 14 | 2021 | 28 | |
| 15 | 2016 | 16 | |
| 16 | 2022 | 16 | |
| 17 | 2014 | 13 | |
| 18 | 2016 | 10 | |
| 19 | The (Un)expected Effects of Applying Standard Cleansing Models to Human Ratings on Compositionality | 2013 | 9 |
| 20 | 2020 | 5 |
About Stephen Roller
Stephen Roller is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Geography, Planning and Development and Computer Science Applications, having authored 25 papers that have together received 1.1k indexed citations. Recurring topics across this work include Topic Modeling (19 papers), Natural Language Processing Techniques (16 papers), Speech and dialogue systems (6 papers), Artificial Intelligence in Games (3 papers), Multimodal Machine Learning Applications (3 papers), Multi-Agent Systems and Negotiation (2 papers), Domain Adaptation and Few-Shot Learning (2 papers) and Advanced Text Analysis Techniques (2 papers). The work is most often cited by research in Artificial Intelligence (891 citations), Geography, Planning and Development (75 citations), Transportation (73 citations), Computer Vision and Pattern Recognition (175 citations) and Health Informatics (9 citations). Stephen Roller has collaborated with scholars based in United States, Israel and Germany. Frequent co-authors include Jason Weston, Katrin Erk, Douwe Kiela, Gemma Boleda, Abigail See, Sabine Schulte im Walde, Jason Baldridge, Ye Zhang, Byron Wallace and Y-Lan Boureau. Their work appears in journals such as Science, Computational Linguistics, North American Chapter of the Association for Computational Linguistics, Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment and arXiv (Cornell University).
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.