Ning Ding
Impact in
- Artificial Intelligence top 1%
- Topic Modeling
- Natural Language Processing Techniques
- Domain Adaptation and Few-Shot Learning
- Text and Document Classification Technologies
- Advanced Text Analysis Techniques
- Health Informatics top 5%
Papers in
-
- Topic Modeling 17
- Natural Language Processing Techniques 12
- Advanced Text Analysis Techniques 5
- Adversarial Robustness in Machine Learning 3
- Domain Adaptation and Few-Shot Learning 3
- Sentiment Analysis and Opinion Mining 3
- Text and Document Classification Technologies 3
-
- Multimodal Machine Learning Applications 6
- Co-authors
- Zhiyuan Liu (12 shared papers)Maosong Sun (7 shared papers)Hai-Tao Zheng (11 shared papers)Weilin Zhao (2 shared papers)Xu Han (2 shared papers)Ramana Rao Kompella (1 shared paper)Di Xie (1 shared paper)Yuanming Hu (1 shared paper)
- Journals
- Chemical Science (2 papers)IEEE Transactions on Knowledge and Data Engineering (1 paper)Acta Oto-Laryngologica (1 paper)Nature Machine Intelligence (1 paper)IEEE/ACM Transactions on Audio Speech and Language Processing (1 paper)
- Partner nations
- ChinaUnited StatesGermany
In The Last Decade
Ning Ding
32 papers receiving 1.8k citations
Ning Ding's Hit Papers
Peers
Comparison fields: 5 of 118
- Artificial Intelligence 1.2k
- Health Informatics 27
- Information Systems 381
- Computer Vision and Pattern Recognition 278
- Computer Networks and Communications 274
Countries citing papers authored by Ning Ding
This map shows the geographic impact of Ning Ding'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 Ning Ding with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ning Ding more than expected).
Fields of papers citing papers by Ning Ding
This network shows the impact of papers produced by Ning Ding. 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 Ning Ding. The network helps show where Ning Ding may publish in the future.
Co-authors
The 25 scholars most cited alongside Ning Ding, 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 34 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Parameter-efficient fine-tuning of large-scale pre-trained language models Hit paper breakdown → | 2023 | 483 |
| 2 | PTR: Prompt Tuning with Rules for Text Classification Hit paper breakdown → | 2022 | 309 |
| 3 | 2012 | 211 | |
| 4 | Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Hit paper breakdown → | 2022 | 154 |
| 5 | 2021 | 127 | |
| 6 | 2020 | 103 | |
| 7 | 2020 | 96 | |
| 8 | 2022 | 93 | |
| 9 | 2021 | 64 | |
| 10 | 2019 | 56 | |
| 11 | 2019 | 39 | |
| 12 | 2022 | 20 | |
| 13 | 2023 | 19 | |
| 14 | 2022 | 18 | |
| 15 | 2020 | 12 | |
| 16 | 2018 | 9 | |
| 17 | 2012 | 9 | |
| 18 | 2024 | 9 | |
| 19 | 2021 | 6 | |
| 20 | 2020 | 5 |
About Ning Ding
Ning Ding is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Mechanical Engineering and Electrical and Electronic Engineering, having authored 34 papers that have together received 1.9k indexed citations. Recurring topics across this work include Topic Modeling (17 papers), Natural Language Processing Techniques (12 papers), Multimodal Machine Learning Applications (6 papers), Advanced Text Analysis Techniques (5 papers), Adversarial Robustness in Machine Learning (3 papers), Domain Adaptation and Few-Shot Learning (3 papers), Sentiment Analysis and Opinion Mining (3 papers) and Text and Document Classification Technologies (3 papers). The work is most often cited by research in Artificial Intelligence (1.2k citations), Health Informatics (27 citations), Information Systems (381 citations), Computer Vision and Pattern Recognition (278 citations) and Computer Networks and Communications (274 citations). Ning Ding has collaborated with scholars based in China, United States and Germany. Frequent co-authors include Zhiyuan Liu, Maosong Sun, Hai-Tao Zheng, Weilin Zhao, Xu Han, Ramana Rao Kompella, Di Xie, Yuanming Hu, Juanzi Li and Shengding Hu. Their work appears in journals such as Chemical Science, IEEE Transactions on Knowledge and Data Engineering, Acta Oto-Laryngologica, Nature Machine Intelligence and IEEE/ACM Transactions on Audio Speech and Language Processing.
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.