Xinya Du
Impact in
- Artificial Intelligence top 2%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Text Analysis Techniques
- Speech and dialogue systems
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- Multimodal Machine Learning Applications
Papers in
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- Topic Modeling 17
- Natural Language Processing Techniques 16
- Advanced Text Analysis Techniques 4
- Explainable Artificial Intelligence (XAI) 2
- Text Readability and Simplification 2
- AI-based Problem Solving and Planning 1
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- Multimodal Machine Learning Applications 3
- Co-authors
- Claire Cardie (12 shared papers)Junru Shao (1 shared paper)Alexander M. Rush (4 shared papers)Panupong Pasupat (2 shared papers)Dian Yu (2 shared papers)Luheng He (2 shared papers)Yuan Zhang (1 shared paper)Qi Li (1 shared paper)
- Journals
- Theory and applications of categories (1 paper)Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (1 paper)arXiv (Cornell University) (1 paper)
- Partner nations
- United StatesChina
In The Last Decade
Xinya Du
18 papers receiving 794 citations
Xinya Du's Hit Papers
Peers
Comparison fields: 5 of 50
- Artificial Intelligence 795
- Computer Vision and Pattern Recognition 228
- Information Systems 169
- Management Science and Operations Research 42
- Health Informatics 4
Countries citing papers authored by Xinya Du
This map shows the geographic impact of Xinya Du'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 Xinya Du with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xinya Du more than expected).
Fields of papers citing papers by Xinya Du
This network shows the impact of papers produced by Xinya Du. 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 Xinya Du. The network helps show where Xinya Du may publish in the future.
Co-authors
The 20 scholars most cited alongside Xinya Du, 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 | Learning to Ask: Neural Question Generation for Reading Comprehension Hit paper breakdown → | 2017 | 336 |
| 2 | 2020 | 225 | |
| 3 | 2018 | 81 | |
| 4 | 2017 | 54 | |
| 5 | 2021 | 41 | |
| 6 | 2021 | 37 | |
| 7 | 2021 | 18 | |
| 8 | 2021 | 12 | |
| 9 | Document-level Event-based Extraction Using Generative Template-filling Transformers. | 2020 | 10 |
| 10 | 2020 | 8 | |
| 11 | 2024 | 6 | |
| 12 | 2023 | 4 | |
| 13 | Cornell Belief and Sentiment System at TAC 2016. | 2016 | 3 |
| 14 | 2023 | 3 | |
| 15 | 2024 | 3 | |
| 16 | 2022 | 3 | |
| 17 | 2023 | 1 | |
| 18 | 2023 | 1 | |
| 19 | 2023 | 0 | |
| 20 | 2024 | 0 |
About Xinya Du
Xinya Du is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Communication and Molecular Biology, having authored 20 papers that have together received 846 indexed citations. Recurring topics across this work include Topic Modeling (17 papers), Natural Language Processing Techniques (16 papers), Advanced Text Analysis Techniques (4 papers), Multimodal Machine Learning Applications (3 papers), Explainable Artificial Intelligence (XAI) (2 papers), Text Readability and Simplification (2 papers), Psychedelics and Drug Studies (1 paper) and AI-based Problem Solving and Planning (1 paper). The work is most often cited by research in Artificial Intelligence (795 citations), Computer Vision and Pattern Recognition (228 citations), Information Systems (169 citations), Management Science and Operations Research (42 citations) and Health Informatics (4 citations). Xinya Du has collaborated with scholars based in United States and China. Frequent co-authors include Claire Cardie, Junru Shao, Alexander M. Rush, Panupong Pasupat, Dian Yu, Luheng He, Yuan Zhang, Qi Li, Yuan Zhang and Erik Cambria. Their work appears in journals such as Theory and applications of categories, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 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.