Margaret Mitchell
Impact in
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- Multimodal Machine Learning Applications
- Safety Research top 0.05%
- Ethics and Social Impacts of AI
Papers in
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- Ethics and Social Impacts of AI 14
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- Multimodal Machine Learning Applications 11
- Co-authors
- C. Lawrence Zitnick (6 shared papers)Devi Parikh (4 shared papers)Dhruv Batra (4 shared papers)Aishwarya Agrawal (4 shared papers)Stanislaw Antol (3 shared papers)Jiasen Lu (2 shared papers)Brian Hu Zhang (1 shared paper)Kristy Hollingshead (3 shared papers)
- Journals
- International Journal of Computer Vision (2 papers)AI Magazine (1 paper)npj Digital Medicine (1 paper)Theory and applications of categories (1 paper)IEEE Transactions on Audio Speech and Language Processing (1 paper)
- Partner nations
- United StatesUnited KingdomCanada
In The Last Decade
Margaret Mitchell
62 papers receiving 9.9k citations
Margaret Mitchell's Hit Papers
Peers
Comparison fields: 5 of 101
- Computer Vision and Pattern Recognition 4.1k
- Safety Research 1.3k
- Artificial Intelligence 1.8k
- Health Informatics 45
- Social Psychology 389
Countries citing papers authored by Margaret Mitchell
This map shows the geographic impact of Margaret Mitchell'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 Margaret Mitchell with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Margaret Mitchell more than expected).
Fields of papers citing papers by Margaret Mitchell
This network shows the impact of papers produced by Margaret Mitchell. 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 Margaret Mitchell. The network helps show where Margaret Mitchell may publish in the future.
Co-authors
The 25 scholars most cited alongside Margaret Mitchell, 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 63 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | VQA: Visual Question Answering Hit paper breakdown → | 2015 | 3116 |
| 2 | From captions to visual concepts and back Hit paper breakdown → | 2015 | 985 |
| 3 | Mitigating Unwanted Biases with Adversarial Learning Hit paper breakdown → | 2018 | 865 |
| 4 | Closing the AI accountability gap Hit paper breakdown → | 2020 | 650 |
| 5 | A Neural Network Approach to Context-Sensitive Generation of Conversational Responses Hit paper breakdown → | 2015 | 561 |
| 6 | 2016 | 439 | |
| 7 | 2011 | 293 | |
| 8 | Midge: Generating Image Descriptions From Computer Vision Detections | 2012 | 290 |
| 9 | 2015 | 247 | |
| 10 | 50 Years of Test (Un)fairness Hit paper breakdown → | 2019 | 226 |
| 11 | Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure Hit paper breakdown → | 2021 | 211 |
| 12 | 2020 | 198 | |
| 13 | 2016 | 197 | |
| 14 | Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus Hit paper breakdown → | 2021 | 186 |
| 15 | 2016 | 168 | |
| 16 | 2015 | 159 | |
| 17 | 2013 | 156 | |
| 18 | 2016 | 138 | |
| 19 | 2015 | 132 | |
| 20 | 2017 | 121 |
About Margaret Mitchell
Margaret Mitchell is a scholar working on Safety Research, Computer Vision and Pattern Recognition, Artificial Intelligence, Experimental and Cognitive Psychology and Social Psychology, having authored 63 papers that have together received 10.3k indexed citations. Recurring topics across this work include Ethics and Social Impacts of AI (14 papers), Multimodal Machine Learning Applications (11 papers), Natural Language Processing Techniques (7 papers), Sentiment Analysis and Opinion Mining (3 papers), Categorization, perception, and language (3 papers), Speech and dialogue systems (3 papers), Mental Health via Writing (3 papers) and Privacy-Preserving Technologies in Data (1 paper). The work is most often cited by research in Computer Vision and Pattern Recognition (4.1k citations), Safety Research (1.3k citations), Artificial Intelligence (1.8k citations), Health Informatics (45 citations) and Social Psychology (389 citations). Margaret Mitchell has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include C. Lawrence Zitnick, Devi Parikh, Dhruv Batra, Aishwarya Agrawal, Stanislaw Antol, Jiasen Lu, Brian Hu Zhang, Kristy Hollingshead, Xiaodong He and Timnit Gebru. Their work appears in journals such as International Journal of Computer Vision, AI Magazine, npj Digital Medicine, Theory and applications of categories and IEEE 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.