Results 11 to 20 of about 1,761,138 (274)
Revisiting Text Guide, a Truncation Method for Long Text Classification
Applied Sciences, 2021 The quality of text classification has greatly improved with the introduction of deep learning, and more recently, models using attention mechanism.
Krzysztof Fiok +5 more
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A Survey on Text Classification Algorithms: From Text to Predictions
Information, 2022 In recent years, the exponential growth of digital documents has been met by rapid progress in text classification techniques. Newly proposed machine learning algorithms leverage the latest advancements in deep learning methods, allowing for the ...
Andrea Gasparetto +3 more
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Automatic Classification of Text Complexity
Applied Sciences, 2020 This work introduces an automatic classification system for measuring the complexity level of a given Italian text under a linguistic point-of-view.
Valentino Santucci +3 more
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Summary of text classification methods
网络与信息安全学报, 2019 How to effectively classify text has become a hot topic.Firstly,the concept of text classification,word segmentation,feature extraction and text classification methods were introduced,and the research actuality was summarized.And then the challenges of ...
You YU, Yu FU, Xiaoping WU
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Using Collaborative Tagging for Text Classification: From Text Classification to Opinion Mining
Informatics, 2013 Numerous initiatives have allowed users to share knowledge or opinions using collaborative platforms. In most cases, the users provide a textual description of their knowledge, following very limited or no constraints.
Eric Charton +3 more
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Measurement: Sensors, 2023 Text classification technique is advancing rapidly alongside AI technology, showing signs of maturity. Moreover, there are always many unrestricted constraints that text classification must deal with in practical settings.
Myagmarsuren Orosoo +6 more
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Feature-enhanced text-inception model for Chinese long text classification
Scientific Reports, 2023 To solve the problem regarding unbalanced distribution of multi-category Chinese long texts and improve the classification accuracy thereof, a data enhancement method was proposed.
Guo Yang +4 more
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ELMo-CNN-BiGRU Dual-Channel Text Sentiment Classification Model [PDF]
Jisuanji gongcheng, 2022 Text sentiment classification helps users make better decisions by analyzing and reasoning subjective texts with emotional colors.Addressing the difficulty in adjusting the word vector according to the context information in traditional sentiment ...
WU Di, WANG Ziyu, ZHAO Weichao
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Adversarial Reprogramming of Text Classification Neural Networks [PDF]
, 2019 Adversarial Reprogramming has demonstrated success in utilizing pre-trained neural network classifiers for alternative classification tasks without modification to the original network.
Dubnov, Shlomo +3 more
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Survey of text classification methods based on deep learning
网络与信息安全学报, 2020 Text classification is a research hot spot in the field of natural language processing,which is mainly used in public opinion detection,news classification and other fields.In recent years,artificial neural networks has good performance in many tasks of ...
Sijia DU, Haining YU, Hongli ZHANG
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