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Keyword

multi-label text classification

Description: A natural language processing task that assigns multiple relevant categories or labels to a text document simultaneously.
OpenAlex ID: keywords/multi-label-text-classification
Labeled LDA
2009 · Daniel Ramage, David Hall, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1,190
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Learning Gaussian processes from multiple tasks
2005 · Kai Yu, Volker Tresp, et al. · International Conference on Machine Learning · 384
Investigating Capsule Networks with Dynamic Routing for Text Classification
2018 · Min Yang, Wei Zhao, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 379
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Multilabel Text Classification for Automated Tag Suggestion
2008 · Ioannis Katakis, Ioannis Vlahavas, et al. · 292
Arabic text classification using deep learning models
2019 · Ashraf Elnagar, Ridhwan Al-Debsi, et al. · Information Processing & Management · 274
Large-Scale Multi-label Text Classification — Revisiting Neural Networks
2014 · Jinseok Nam, Jungi Kim, et al. · Lecture notes in computer science · 268
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Ensemble application of convolutional and recurrent neural networks for multi-label text categorization
2017 · Guibin Chen, Deheng Ye, et al. · 264
Multi-label Hate Speech and Abusive Language Detection in Indonesian Twitter
2019 · Muhammad Okky Ibrohim, Indra Budi · 243
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Hierarchy-Aware Global Model for Hierarchical Text Classification
2020 · Jie Zhou, Chunping Ma, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 202
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Large-Scale Multi-Label Text Classification on EU Legislation
2019 · Ilias Chalkidis, Emmanouil Fergadiotis, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 202
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Large-Scale Multi-label Text Classification - Revisiting Neural Networks
2013 · Nam, Jinseok, Kim, Jungi, et al. · 200
Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces
2018 · Anthony Rios, Ramakanth Kavuluru · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 192
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Label-Specific Document Representation for Multi-Label Text Classification
2019 · Lin Xiao, Xin Huang, et al. · 187
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Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification
2019 · Hao Peng, Jianxin Li, et al. · IEEE Transactions on Knowledge and Data Engineering · 176
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Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications
2019 · Wei Zhao, Haiyun Peng, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 162
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Automated ICD-9 Coding via A Deep Learning Approach
2018 · Min Li, Zhihui Fei, et al. · IEEE Transactions on Computational Biology and Bioinformatics · 141
ML-Net: multi-label classification of biomedical texts with deep neural networks
2019 · Jingcheng Du, Qingyu Chen, et al. · Journal of the American Medical Informatics Association · 133
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HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization
2018 · Kazuya Shimura, Jiyi Li, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 116
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A Multi-Label Text Classification Algorithm for Labeling Risk Factors in SEC Form 10-K
2008 · Ke-Wei Huang, Zhuolun Li · ACM Transactions on Management Information Systems · 114
Learning Multiple Related Tasks using Latent Independent Component Analysis
2005 · J. Andrew Zhang, Zoubin Ghahramani, et al. · 114
Explicit Interaction Model towards Text Classification
2019 · Cunxiao Du, Zhaozheng Chen, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 112
EHR Coding with Multi-scale Feature Attention and Structured Knowledge Graph Propagation
2019 · Xiancheng Xie, Yun Xiong, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 111
MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network
2020 · Ankit Pal, Muru Selvakumar, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 105
Ontology-Based Multilabel Text Classification of Construction Regulatory Documents
2015 · Peng Zhou, Nora El-Gohary · Journal of Computing in Civil Engineering · 96
A Hybrid BERT Model That Incorporates Label Semantics via Adjustive Attention for Multi-Label Text Classification
2020 · Linkun Cai, Yu Song, et al. · IEEE Access · 93
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Works count: 1,289
Citation count: 14,080
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