Text Representation is a foundational process in text analytics that transforms unstructured textual data into structured numerical or symbolic formats suitable for computational analysis and modeling.
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429.5K
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2017–2026
2.1K
Publications
5.1K
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov, Kai Chen, Greg S. Corrado et al. · arXiv (Cornell University) · 2013 · 11.7K citations · Full text
David M. Blei · Communications of the ACM · 2012 · 5.5K citations
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12.5K
- JH
17
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- ML
15
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- FW
14
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- EH
14
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- CZChengXiang Zhai
University of Illinois Urbana-Champaign, United States
14 publications · 1.6K citations
14
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2.6K
Carnegie Mellon University
Pittsburgh, United States
39 h-index
188 publications
18.8K citations
Peking University
Beijing, China
34 h-index
167 publications
7.8K citations
Microsoft (United States)
Redmond, United States
33 h-index
95 publications
17.1K citations
Stanford University
Stanford, United States
31 h-index
77 publications
23.4K citations
Chinese Academy of Sciences
Beijing, China
30 h-index
187 publications
10.6K citations
Tsinghua University
Beijing, China
29 h-index
134 publications
9.8K citations
University of Edinburgh
Edinburgh, United Kingdom
28 h-index
89 publications
6.1K citations
University of Illinois Urbana-Champaign
Urbana, United States
28 h-index
152 publications
11.7K citations
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- arXiv (Cornell University)
Repository · 253 publications · 77.4K citations
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- Expert Systems with Applications
85 publications · 6.3K citations
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- Information Processing & Management
80 publications · 5.2K citations
39
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- IEEE Access
58 publications · 4.3K citations
33
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- Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 46 publications · 1.8K citations
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