A joint-training topic model for social media texts by Simeng Qin, Mingli Zhang, Haiju Hu, Gang Li

“…Furthermore, it proposes a position-sensitive word vector training model. The model meticulously distinguishes relations between the pivot word and context words positioned differently by assigning different weight matrices to context words in asymmetrical positions. …”
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IWF-TextRank Keyword Extraction Algorithm Modelling by Liyan Zhang, Wenhui Wang, Jian Ma, Yuan Wen

“…Additionally, word vectors trained using Word2Vec are utilised to enhance the model’s semantic understanding. …”
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Information-extremе machine learning for object identification on the terrain by V. V. Moskalenko, A. H. Korobov

“…The optimal in information understanding dimensionality of a global descriptor is determined by iterative procedure, which includes k-means clustering of key fragment's SURF-vectors, training dataset creation and information-extreme machine learning of the classifier. …”
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