X Deng, Y Li, J Weng, J Zhang - Multimedia Tools and Applications, 2019 - Springer
… , textclassification techniques have been … review on feature selection techniques for text classification. We begin by introducing some popular representation schemes for documents…
… related work on documentrepresentation based on latent semantics. A briefdescription of the … We present our approaches to the semantic representation of document collections in …
… , or textclassification. In this survey, we study how textrepresentation methods have … representation of text for low-quality textClassification and therefore uses content, data, and …
AI Kadhim - Artificial intelligence review, 2019 - Springer
… The present research of textclassification objects to enhance the quality of textrepresentation and … First, features that representclasses for documents were achieved. Thereafter, this …
… discussed how representation, sentence scoring or summary selection … Below we discuss a few classes of summarization … groupings as with general textcategorization for a few cases, …
… reported to use a BOW representation of hundreds or thousands … topic-based classification based on the BOW representation. We … A briefdescription of these three selected ML methods …
D Kim, D Seo, S Cho, P Kang - Information sciences, 2019 - Elsevier
… As documentclassification is one of the main text mining tasks, a large number of related … , we brieflyreview a few representative studies while focusing on documentrepresentation …
J Chen, Y Hu, J Liu, Y Xiao, H Jiang - … of the AAAI conference on artificial …, 2019 - aaai.org
… Finally, we classify a short text based on the representation of short text … history and historical event used in our model are helpful for classifying the short text into the correct class history…
… models introduce a hierarchy of representations (segment-wise and document-wise), we … Because our work builds heavily upon BERT, we provide a briefsummary of its features. BERT …