Mandy Guo
Impact in
- Artificial Intelligence top 2%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Text Analysis Techniques
- Sentiment Analysis and Opinion Mining
- Text Readability and Simplification
- Speech Recognition and Synthesis
- Domain Adaptation and Few-Shot Learning
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- Multimodal Machine Learning Applications
Papers in
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- Topic Modeling 14
- Natural Language Processing Techniques 14
- Speech Recognition and Synthesis 4
- Text Readability and Simplification 2
- Computational Physics and Python Applications 1
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- Multimodal Machine Learning Applications 3
- Co-authors
- Noah Constant (5 shared papers)Yun-Hsuan Sung (6 shared papers)Rami Al‐Rfou (3 shared papers)Yinfei Yang (6 shared papers)Llion Jones (2 shared papers)Daniel M. Cer (5 shared papers)Ray Kurzweil (4 shared papers)Brian P. Strope (4 shared papers)
- Journals
- Language Resources and Evaluation (1 paper)AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) (1 paper)Findings of the Association for Computational Linguistics: NAACL 2022 (1 paper)Proceedings of the AAAI Conference on Artificial Intelligence (1 paper)
- Partner nations
- United States
In The Last Decade
Mandy Guo
14 papers receiving 852 citations
Mandy Guo's Hit Papers
Peers
Comparison fields: 5 of 88
- Artificial Intelligence 744
- Computer Vision and Pattern Recognition 232
- General Social Sciences 17
- Information Systems 93
- Signal Processing 43
Countries citing papers authored by Mandy Guo
This map shows the geographic impact of Mandy Guo'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 Mandy Guo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mandy Guo more than expected).
Fields of papers citing papers by Mandy Guo
This network shows the impact of papers produced by Mandy Guo. 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 Mandy Guo. The network helps show where Mandy Guo may publish in the future.
Co-authors
The 25 scholars most cited alongside Mandy Guo, 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 | Multilingual Universal Sentence Encoder for Semantic Retrieval Hit paper breakdown → | 2020 | 283 |
| 2 | 2019 | 201 | |
| 3 | 2022 | 141 | |
| 4 | 2018 | 73 | |
| 5 | 2019 | 56 | |
| 6 | 2021 | 33 | |
| 7 | 2021 | 28 | |
| 8 | 2019 | 26 | |
| 9 | Wiki-40B: Multilingual Language Model Dataset | 2020 | 26 |
| 10 | 2023 | 20 | |
| 11 | 2019 | 15 | |
| 12 | 2021 | 14 | |
| 13 | 2023 | 7 | |
| 14 | 2023 | 1 | |
| 15 | 2025 | 0 |
About Mandy Guo
Mandy Guo is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Nutrition and Dietetics, General Health Professions and Epidemiology, having authored 15 papers that have together received 924 indexed citations. Recurring topics across this work include Topic Modeling (14 papers), Natural Language Processing Techniques (14 papers), Speech Recognition and Synthesis (4 papers), Multimodal Machine Learning Applications (3 papers), Text Readability and Simplification (2 papers), Computational Physics and Python Applications (1 paper), Breastfeeding Practices and Influences (1 paper) and Maternal and Neonatal Healthcare (1 paper). The work is most often cited by research in Artificial Intelligence (744 citations), Computer Vision and Pattern Recognition (232 citations), General Social Sciences (17 citations), Information Systems (93 citations) and Signal Processing (43 citations). Mandy Guo has collaborated with scholars based in United States. Frequent co-authors include Noah Constant, Yun-Hsuan Sung, Rami Al‐Rfou, Yinfei Yang, Llion Jones, Daniel M. Cer, Ray Kurzweil, Brian P. Strope, Gustavo Hernández Ábrego and Steve Yuan. Their work appears in journals such as Language Resources and Evaluation, AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)), Findings of the Association for Computational Linguistics: NAACL 2022 and Proceedings of the AAAI Conference on Artificial Intelligence.
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.