Results 271 to 280 of about 592,124 (303)

Text Classification with Document Embeddings

2014
Distributed representations have gained a lot of interests in natural language processing community. In this paper, we propose a method to learn document embedding with neural network architecture for text classification task. In our architecture, each document can be represented as a fine-grained representation of different meanings so that the ...
Chaochao Huang, Xipeng Qiu, Xuanjing Huang 0001   +2 more
openaire   +1 more source

Text Classification. [PDF]

Szymon Molitorys, Bartlomiej Pilot, Kacper Smyrak   +2 more
  +6 more sources

Deep Learning--based Text Classification

ACM Computing Surveys, 2022
Shervin Minaee, Erik Cambria
exaly  

Text Classification

2021
Chengqing Zong, Rui Xia, Jiajun Zhang
openaire   +1 more source

Contrastive learning with text augmentation for text classification

Applied Intelligence, 2023
Ouyang Jia, Huimin Huang, Jiaxin Ren, Luodi Xie, Yinyin Xiao   +4 more
openaire   +1 more source

Logistic Regression Matching Pursuit algorithm for text classification

Knowledge-Based Systems, 2023
Shuai Zhao, Shancheng Zhao, Qing Li
exaly  

Hybrid embedding-based text representation for hierarchical multi-label text classification

Expert Systems With Applications, 2022
Yinglong Ma
exaly  

A recent overview of the state-of-the-art elements of text classification

Expert Systems With Applications, 2018
Marcin Michał Mirończuk, Jarosław Protasiewicz   +1 more
exaly  

Incorporating context-relevant concepts into convolutional neural networks for short text classification

Neurocomputing, 2020
Jingyun Xu, Yi Cai, Qingbao Huang
exaly  

Uncertainty Quantification for Text Classification

2023
Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova   +3 more
openaire   +1 more source