Results 261 to 270 of about 44,902,161 (285)

Search-based short-text classification

5th International Conference on Pervasive Computing and Applications, 2010
Since the traditional classification algorithm does not work well in the case of short-text classification, we propose a search-based method employing Na'iveBayes classification algorithm. This paper describes the whole process, including the classification algorithms, training and the evaluation.
Kang Wei, Ruiquan Zhang, Xinguo Xu
openaire   +1 more source

Classification of Short Scientific Texts

Scientific and Technical Information Processing, 2023
I. K. Kusakin, O. V. Fedorets, A. Y. Romanov   +2 more
openaire   +1 more source

How Short is a Piece of String?: the Impact of Text Length and Text Augmentation on Short-text Classification Accuracy

2017
Recent increases in the use and availability of short messages have created opportunities to harvest vast amounts of information through machine-based classification. However, traditional classification methods have failed to yield accuracies comparable to classification accuracies on longer texts.
McCartney, Austin, Hensman, Svetlana, Longo, Luca   +2 more
openaire   +3 more sources

Experiments on malay short text classification

2017 6th International Conference on Electrical Engineering and Informatics (ICEEI), 2017
In this study, experiments are conducted on Malay short text using three diverse types of classifiers: KNN, SVM and NB. The classifiers were used to test the features of a bag-of-words (BOW) and a variant of TF.IDF; TF-IDF, smoothed TF-IDF and ITC.
openaire   +1 more source

Set-CNN: A Text Convolutional Neural Network Based on Semantic Extension for Short Text Classification

Knowledge-Based Systems, 2022
Yuqi Zheng
exaly  

Commonsense Knowledge Powered Heterogeneous Graph Attention Networks for Semi-Supervised Short Text Classification

Expert Systems With Applications, 2023
Mingqiang Wu
exaly  

Classification of Short Noisy Text

Proceedings of the International Conference on Computer Systems and Technologies 2024
Emanuela Mitreva, Vladimir Georgiev, Alexandra Nikolova   +2 more
openaire   +1 more source

Incorporating Context-Relevant Concepts Into Convolutional Neural Networks for Short Text Classification

Neurocomputing, 2020
Qingbao Huang, Yi Cai, Ho-fung Leung
exaly  

Text classification framework for short text based on TFIDF-FastText

Multimedia Tools and Applications, 2023
Shrutika Chawla, Ravreet Kaur, Preeti Aggarwal   +2 more
openaire   +2 more sources

Keyword-Text Graph Representation for Short Text Classification

2021 13th International Conference on Information Technology and Electrical Engineering (ICITEE), 2021
Piyawat Chuanakrud, Teerapong Leelanupab, Chaianun Damrongrat, Nont Kanungsukkasem   +3 more
openaire   +1 more source