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https://idr.l1.nitk.ac.in/jspui/handle/123456789/8753
Title: | Performance evaluation of topic modeling algorithms for text classification |
Authors: | Anantharaman, A. Jadiya, A. Siri, C.T.S. Adikar, Bharath, N.V.S. Mohan, B. |
Issue Date: | 2019 |
Citation: | Proceedings of the International Conference on Trends in Electronics and Informatics, ICOEI 2019, 2019, Vol.2019-April, , pp.704-708 |
Abstract: | Text Classification is a paramount task in natural language processing. Topic modeling algorithms have been used with a lot of success for text classification. We evaluate different topic modeling algorithms for two tasks: (1) Short text or sentence classification and (2) Large text or document classification. We give an extensive performance evaluation with the help of a wide range of performance metrics for three topic modeling algorithms on both of these tasks using three publicly available datasets. �2019 IEEE. |
URI: | http://idr.nitk.ac.in/jspui/handle/123456789/8753 |
Appears in Collections: | 2. Conference Papers |
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