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Keyword

short text classification

Description: Short text classification is the automatic assignment of brief texts to predefined categories in natural language processing.
OpenAlex ID: keywords/short-text-classification
Learning to classify short and sparse text & web with hidden topics from large-scale data collections
2008 · Xuan-Hieu Phan, Le-Minh Nguyen, et al. · International World Wide Web Conference (WWW) · 742
Short text classification in twitter to improve information filtering
2010 · Bharath Sriram, Dave Fuhry, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 734
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Detecting Hate Speech on Twitter Using a Convolution-GRU Based Deep Neural Network
2018 · Ziqi Zhang, David Robinson, et al. · Lecture notes in computer science · 652
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks
2016 · Ji Young Lee, Franck Dernoncourt · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 442
Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification
2019 · Hu Linmei, Tianchi Yang, et al. · 340
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Classifying sentiment in microblogs
2010 · Adam Bermingham, Alan F. Smeaton · ACM International Conference on Information and Knowledge Management (CIKM) · 339
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Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification
2017 · Jin Wang, Zhongyuan Wang, et al. · International Joint Conference on Artificial Intelligence · 313
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Semantic expansion using word embedding clustering and convolutional neural network for improving short text classification
2015 · Peng Wang, Bo Xu, et al. · Neurocomputing · 304
A transformer-based approach to irony and sarcasm detection
2020 · Rolandos Alexandros Potamias, Georgios Siolas, et al. · Neural Computing and Applications · 297
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Meta-level sentiment models for big social data analysis
2014 · Felipe Bravo-Marquez, Marcelo Mendoza, et al. · Knowledge-Based Systems · 223
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HGAT: Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification
2021 · Tianchi Yang, Linmei Hu, et al. · ACM Transactions on Information Systems · 203
A model for sentiment and emotion analysis of unstructured social media text
2017 · Jitendra Kumar Rout, Kim-Kwang Raymond Choo, et al. · Electronic Commerce Research · 196
Light Gradient Boosting Machine for General Sentiment Classification on Short Texts: A Comparative Evaluation
2020 · Fatimah Alzamzami, Mohamad Hoda, et al. · IEEE Access · 183
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Using Twitter for Public Health Surveillance from Monitoring and Prediction to Public Response
2018 · Sophie E. Jordan, Sierra E. Hovet, et al. · Data · 168
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Alleviating Data Sparsity for Twitter Sentiment Analysis
2012 · Hassan Saif, Yulan He, et al. · Open Research Online (The Open University) · 164
Short Text Classification: A Survey
2014 · Ge Song, Yunming Ye, et al. · Journal of Multimedia · 163
Spam detection in social media using convolutional and long short term memory neural network
2019 · Gauri Jain, Manisha Sharma, et al. · Annals of Mathematics and Artificial Intelligence · 153
Deep learning based emotion analysis of microblog texts
2020 · Dongliang Xu, Zhihong Tian, et al. · Information Fusion · 151
Deep Short Text Classification with Knowledge Powered Attention
2019 · Jindong Chen, Yizhou Hu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 151
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Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers
2022 · Markus Bayer, Marc-André Kaufhold, et al. · International Journal of Machine Learning and Cybernetics · 149
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An Integrated Multi-Task Model for Fake News Detection
2021 · Qing Liao, Heyan Chai, et al. · IEEE Transactions on Knowledge and Data Engineering · 149
Query enrichment for web-query classification
2006 · Dou Shen, Rong Pan, et al. · ACM Transactions on Information Systems · 146
Convolutional neural network: Deep learning-based classification of building quality problems
2019 · Botao Zhong, Xuejiao Xing, et al. · Advanced Engineering Informatics · 144
Topic Memory Networks for Short Text Classification
2018 · Jichuan Zeng, Jing Li, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 139
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Using KNN and SVM Based One-Class Classifier for Detecting Online Radicalization on Twitter
2015 · Swati Agarwal, Ashish Sureka · Lecture notes in computer science · 131
Works count: 1,535
Citation count: 18,810
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