Improving short text classification by learning vector representations of both words and hidden topics

    Knowl.-Based Syst., Volume 102, Issue C, 2016, Pages 76-86.

    Cited by: 31|Bibtex|Views14|Links
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    Abstract:

    We exploit the knowledge from a topic-consistent corpus for topic modeling and use the topics to enrich the corpus and the short texts.We learn the vector representations of both words and topics interactively on the enriched corpus.We use the vectors of the words and topics to represent the features of short texts for training and classi...More

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