Koustuv Sinha
Impact in
- Artificial Intelligence top 10%
- Topic Modeling
- Natural Language Processing Techniques
- Text and Document Classification Technologies
- Advanced Text Analysis Techniques
- Text Readability and Simplification
- Sentiment Analysis and Opinion Mining
- Explainable Artificial Intelligence (XAI)
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- Multimodal Machine Learning Applications
Papers in
-
- Topic Modeling 12
- Natural Language Processing Techniques 10
- Advanced Text Analysis Techniques 2
- Machine Learning and Data Classification 2
- Text Readability and Simplification 2
- Bayesian Modeling and Causal Inference 1
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- Multimodal Machine Learning Applications 3
- Co-authors
- Joëlle Pineau (9 shared papers)Dieuwke Hupkes (4 shared papers)Adina Williams (6 shared papers)Robin Jia (2 shared papers)Douwe Kiela (2 shared papers)Derek Ruths (2 shared papers)Jackie Chi Kit Cheung (1 shared paper)Yue Dong (1 shared paper)
- Journals
- Nature Machine Intelligence (1 paper)DH (1 paper)Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (1 paper)Zenodo (CERN European Organization for Nuclear Research) (4 papers)arXiv (Cornell University) (1 paper)
- Partner nations
- CanadaUnited StatesIsrael
In The Last Decade
Koustuv Sinha
19 papers receiving 192 citations
Peers
Comparison fields: 5 of 50
- Artificial Intelligence 174
- Computer Vision and Pattern Recognition 39
- Health Informatics 2
- General Social Sciences 3
- Information Systems and Management 6
Countries citing papers authored by Koustuv Sinha
This map shows the geographic impact of Koustuv Sinha'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 Koustuv Sinha with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Koustuv Sinha more than expected).
Fields of papers citing papers by Koustuv Sinha
This network shows the impact of papers produced by Koustuv Sinha. 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 Koustuv Sinha. The network helps show where Koustuv Sinha may publish in the future.
Co-authors
The 25 scholars most cited alongside Koustuv Sinha, 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 | 2021 | 88 | |
| 2 | 2018 | 37 | |
| 3 | 2023 | 29 | |
| 4 | 2023 | 7 | |
| 5 | Studying Literary Characters and Character Networks. | 2017 | 6 |
| 6 | 2023 | 6 | |
| 7 | 2020 | 5 | |
| 8 | Measuring Systematic Generalization in Neural Proof Generation with Transformers | 2020 | 4 |
| 9 | 2022 | 3 | |
| 10 | 2021 | 3 | |
| 11 | 2022 | 3 | |
| 12 | 2019 | 3 | |
| 13 | 2024 | 2 | |
| 14 | 2023 | 2 | |
| 15 | 2021 | 1 | |
| 16 | 2021 | 1 | |
| 17 | GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks | 2021 | 1 |
| 18 | 2022 | 1 | |
| 19 | 2022 | 1 | |
| 20 | 2024 | 0 |
About Koustuv Sinha
Koustuv Sinha is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Computer Networks and Communications, Information Systems and Information Systems and Management, having authored 20 papers that have together received 203 indexed citations. Recurring topics across this work include Topic Modeling (12 papers), Natural Language Processing Techniques (10 papers), Multimodal Machine Learning Applications (3 papers), Advanced Text Analysis Techniques (2 papers), Machine Learning and Data Classification (2 papers), Text Readability and Simplification (2 papers), Medical Imaging Techniques and Applications (1 paper) and Bayesian Modeling and Causal Inference (1 paper). The work is most often cited by research in Artificial Intelligence (174 citations), Computer Vision and Pattern Recognition (39 citations), Health Informatics (2 citations), General Social Sciences (3 citations) and Information Systems and Management (6 citations). Koustuv Sinha has collaborated with scholars based in Canada, United States and Israel. Frequent co-authors include Joëlle Pineau, Dieuwke Hupkes, Adina Williams, Robin Jia, Douwe Kiela, Derek Ruths, Jackie Chi Kit Cheung, Yue Dong, Siva Reddy and Robert Stojnic. Their work appears in journals such as Nature Machine Intelligence, DH, Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Zenodo (CERN European Organization for Nuclear Research) 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.