Yi Tay
Impact in
- Artificial Intelligence top 0.5%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Graph Neural Networks
- Sentiment Analysis and Opinion Mining
- Advanced Text Analysis Techniques
- Text and Document Classification Technologies
- Information Systems top 0.5%
- Recommender Systems and Techniques
Papers in
-
- Topic Modeling 50
- Natural Language Processing Techniques 33
- Advanced Graph Neural Networks 9
- Sentiment Analysis and Opinion Mining 6
- Domain Adaptation and Few-Shot Learning 5
- Text and Document Classification Technologies 5
-
- Multimodal Machine Learning Applications 18
- Co-authors
- Aixin Sun (7 shared papers)Shuai Zhang (8 shared papers)Lina Yao (6 shared papers)Siu Cheung Hui (23 shared papers)Donald Metzler (15 shared papers)Dara Bahri (12 shared papers)Mostafa Dehghani (7 shared papers)Luu Anh Tuan (8 shared papers)
- Journals
- ACM Computing Surveys (2 papers)ACM SIGIR Forum (1 paper)IEEE Transactions on Image Processing (1 paper)IEEE Transactions on Knowledge and Data Engineering (1 paper)Findings of the Association for Computational Linguistics: ACL 2022 (1 paper)
- Partner nations
- SingaporeUnited StatesAustralia
In The Last Decade
Yi Tay
71 papers receiving 3.0k citations
Yi Tay's Hit Papers
Peers
Comparison fields: 5 of 138
- Artificial Intelligence 2.2k
- Information Systems 975
- Computer Vision and Pattern Recognition 698
- Health Informatics 33
- Management Science and Operations Research 249
Countries citing papers authored by Yi Tay
This map shows the geographic impact of Yi Tay'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 Yi Tay with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yi Tay more than expected).
Fields of papers citing papers by Yi Tay
This network shows the impact of papers produced by Yi Tay. 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 Yi Tay. The network helps show where Yi Tay may publish in the future.
Co-authors
The 25 scholars most cited alongside Yi Tay, 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 71 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Deep Learning Based Recommender System Hit paper breakdown → | 2019 | 824 |
| 2 | Efficient Transformers: A Survey Hit paper breakdown → | 2022 | 488 |
| 3 | 2018 | 139 | |
| 4 | Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them Hit paper breakdown → | 2023 | 130 |
| 5 | 2018 | 108 | |
| 6 | 2022 | 76 | |
| 7 | 2017 | 70 | |
| 8 | 2018 | 69 | |
| 9 | 2020 | 67 | |
| 10 | 2019 | 60 | |
| 11 | 2019 | 53 | |
| 12 | 2021 | 49 | |
| 13 | 2018 | 47 | |
| 14 | Quaternion Knowledge Graph Embeddings | 2019 | 46 |
| 15 | 2016 | 43 | |
| 16 | 2021 | 39 | |
| 17 | 2017 | 39 | |
| 18 | 2019 | 32 | |
| 19 | 2017 | 31 | |
| 20 | 2018 | 31 |
About Yi Tay
Yi Tay is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems, Management Science and Operations Research and Signal Processing, having authored 71 papers that have together received 3.1k indexed citations. Recurring topics across this work include Topic Modeling (50 papers), Natural Language Processing Techniques (33 papers), Multimodal Machine Learning Applications (18 papers), Recommender Systems and Techniques (12 papers), Advanced Graph Neural Networks (9 papers), Sentiment Analysis and Opinion Mining (6 papers), Domain Adaptation and Few-Shot Learning (5 papers) and Text and Document Classification Technologies (5 papers). The work is most often cited by research in Artificial Intelligence (2.2k citations), Information Systems (975 citations), Computer Vision and Pattern Recognition (698 citations), Health Informatics (33 citations) and Management Science and Operations Research (249 citations). Yi Tay has collaborated with scholars based in Singapore, United States and Australia. Frequent co-authors include Aixin Sun, Shuai Zhang, Lina Yao, Siu Cheung Hui, Donald Metzler, Dara Bahri, Mostafa Dehghani, Luu Anh Tuan, Anh Tuan Luu and Minh C. Phan. Their work appears in journals such as ACM Computing Surveys, ACM SIGIR Forum, IEEE Transactions on Image Processing, IEEE Transactions on Knowledge and Data Engineering and Findings of the Association for Computational Linguistics: ACL 2022.
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.