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Keyword

multi-class text classification

Description: A natural language processing task that assigns text documents to one of several predefined categories.
OpenAlex ID: keywords/multi-class-text-classification
N-Gram Feature Selection for Authorship Identification
2006 · John Houvardas, Efstathios Stamatatos · Lecture notes in computer science · 201
Transfer learning for text classification
2005 · Joshua Shulman, Andrew Y. Ng · neural information processing systems · 185
TextConvoNet: a convolutional neural network based architecture for text classification
2022 · Sanskar Soni, Satyendra Singh Chouhan, et al. · Applied Intelligence · 177
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ChainSmith: Automatically Learning the Semantics of Malicious Campaigns by Mining Threat Intelligence Reports
2018 · Ziyun Zhu, Tudor Dumitras · IEEE European Symposium on Security and Privacy · 138
Improving BERT-Based Text Classification With Auxiliary Sentence and Domain Knowledge
2019 · Shanshan Yu, Jindian Su, et al. · IEEE Access · 134
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Improving Multiclass Text Classification with the Support Vector Machine
2001 · Jason D. M. Rennie, Ryan Rifkin · DSpace@MIT (Massachusetts Institute of Technology) · 124
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Word co-occurrence features for text classification
2011 · Fábio Figueiredo, Leonardo Rocha, et al. · Information Systems · 119
Explicit Interaction Model towards Text Classification
2019 · Cunxiao Du, Zhaozheng Chen, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 112
BERT and fastText Embeddings for Automatic Detection of Toxic Speech
2020 · Ashwin Geet D'Sa, Irina Illina, et al. · 100
Hate speech detection on Twitter using transfer learning
2022 · Raza Ali, Umar Farooq, et al. · Computer Speech & Language · 99
Variable Global Feature Selection Scheme for automatic classification of text documents
2017 · Deepak Agnihotri, Kesari Verma, et al. · Expert Systems with Applications · 90
Estimating the Uncertainty of Average F1 Scores
2015 · Dell Zhang, Jun Wang, et al. · 89
Dynamic Embedding Projection-Gated Convolutional Neural Networks for Text Classification
2021 · Zhipeng Tan, Jing Chen, et al. · IEEE Transactions on Neural Networks and Learning Systems · 88
Improving multi-class text classification with Naive Bayes
2001 · Jason D. M. Rennie · 86
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Deep Learning for Multi-Class Identification From Domestic Violence Online Posts
2019 · Sudha Subramani, Sandra Michalska, et al. · IEEE Access · 81
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Digital media news categorization using Bernoulli document model for web content convergence
2020 · Pradeep Kumar Mallick, Sushruta Mishra, et al. · Personal and Ubiquitous Computing · 77
Comparative Analysis using Various Performance Metrics in Imbalanced Data for Multi-class Text Classification
2023 · Slamet Riyanto, Imas Sukaesih Sitanggang, et al. · International Journal of Advanced Computer Science and Applications · 72
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MisRoBÆRTa: Transformers versus Misinformation
2022 · Ciprian-Octavian Truică, Elena-Simona Apostol · Mathematics · 71
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SeFACED: Semantic-Based Forensic Analysis and Classification of E-Mail Data Using Deep Learning
2021 · Maryam Hina, Mohsin Ali, et al. · IEEE Access · 71
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Hate Speech Detection in Twitter using Transformer Methods
2020 · Raymond T Mutanga, Nalindren Naicker, et al. · International Journal of Advanced Computer Science and Applications · 68
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MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data
2023 · Khan Md Hasib, Sami Azam, et al. · IEEE Access · 67
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A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial Domain
2021 · Yusuf Arslan, Kevin Allix, et al. · The Web Conference (WWW) · 66
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Contextual semantic embeddings based on fine-tuned AraBERT model for Arabic text multi-class categorization
2021 · Fatima-zahra El-Alami, Said Ouatik El Alaoui, et al. · Journal of King Saud University - Computer and Information Sciences · 66
Effective text classification using BERT, MTM LSTM, and DT
2024 · Saman Jamshidi, Mahin Mohammadi, et al. · Data & Knowledge Engineering · 63
Convolutional Neural Network Based Classification of App Reviews
2020 · Naila Aslam, Waheed Yousuf Ramay, et al. · IEEE Access · 62
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Works count: 685
Citation count: 5,864
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