Topic Detection Based on Sentence Embeddings and Agglomerative Clustering with Markov Moment
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- Svetlana S. Bodrunova & Ivan Blekanov & Anna Smoliarova & Anna Litvinenko, 2019. "Beyond Left and Right: Real-World Political Polarization in Twitter Discussions on Inter-Ethnic Conflicts," Media and Communication, Cogitatio Press, vol. 7(3), pages 119-132.
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- Svetlana S. Bodrunova, 2022. "Editorial for the Special Issue “Selected Papers from the 9th Annual Conference ‘Comparative Media Studies in Today’s World’ (CMSTW’2021)”," Future Internet, MDPI, vol. 14(11), pages 1-3, November.
- Ivan Blekanov & Svetlana S. Bodrunova & Askar Akhmetov, 2021. "Detection of Hidden Communities in Twitter Discussions of Varying Volumes," Future Internet, MDPI, vol. 13(11), pages 1-17, November.
- Ivan S. Blekanov & Nikita Tarasov & Svetlana S. Bodrunova, 2022. "Transformer-Based Abstractive Summarization for Reddit and Twitter: Single Posts vs. Comment Pools in Three Languages," Future Internet, MDPI, vol. 14(3), pages 1-25, February.
- Andrey V. Orekhov, 2021. "Quasi-Deterministic Processes with Monotonic Trajectories and Unsupervised Machine Learning," Mathematics, MDPI, vol. 9(18), pages 1-26, September.
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Keywords
text classification; text clustering; clustering of short texts; neural network algorithms; distributive semantics; sentence embeddings; least squares method; Markov moment; DBSCAN;All these keywords.
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