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Bio
Svitlana Volkova is a recognized leader in the field of computational social science and computational linguistics. Her scientific contributions and publication profile cover a range of topics on applied machine learning, deep learning, natural language processing, and social media analytics. Her research focuses on understanding, predicting, and explaining human behavior, interactions, and real-world events from open-source social data. Approaches developed by Dr. Volkova advance effective decision making and reasoning about extreme volumes of dynamic, multilingual, multimodal, and diverse real-world unstructured data.
Research Interests
Papers共 108 篇Author StatisticsCo-AuthorSimilar Experts
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Chan Young Park, Shuyue Stella Li, Hayoung Jung,Svitlana Volkova,Tanushree Mitra,David Jurgens,Yulia Tsvetkov
arxiv(2024)
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17TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, EACL 2023 (2023): 1107-1119
R. J. Cooper,N. Abgrall, G. Aversano,M. S. Bandstra,D. Hellfeld,T. H. Joshi,V. Negut,B. J. Quiter, E. Rofors,M. Salathe, K. Vetter,P. Beckman,
28TH INTERNATIONAL NUCLEAR PHYSICS CONFERENCE, INPC 2022no. 1 (2023): 012125-012125
ICLR 2023 (2023)
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Maria Glenski,Ellyn Ayton, Sannisth Soni,Emily Saldanha,Dustin Arendt,Brian Quiter, Ren Cooper,Svitlana Volkova
PROCEEDINGS OF WORKSHOP ON CHALLENGES & PERSPECTIVES IN CREATING LARGE LANGUAGE MODELS (BIGSCIENCE EPISODE #5) (2022): 160-172
CoRR (2022)
Joseph Cottam,Maria Glenski, Zhuanyi Huang Shaw,Ryan Rabello, Austin Golding,Svitlana Volkova,Dustin Arendt
semanticscholar(2021)
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