专题:Text and Document Classification Technologies

This cluster of papers focuses on the application of machine learning algorithms for multi-label text classification, with an emphasis on techniques such as feature selection, Naive Bayes classifier, K-nearest Neighbor (KNN), hierarchical classification, and support vector machines (SVM). The research covers various aspects of document categorization and information retrieval in the context of text mining and natural language processing.
最新文献
ECLM: Entity Level Language Model for Spoken Language Understanding with Chain of Intent

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Binary Classifier Optimization for Large Language Model Alignment

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A Bibliometric Analysis of Natural Language Processing and Classification: Trends, Impact, and Future Directions

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COPR: Continual Human Preference Learning via Optimal Policy Regularization

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Multi-label emotion classification based on transfer information and external knowledge

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Improving Multimodal Named Entity Recognition via Text-image Relevance Prediction with Large Language Models

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A similarity-based semi-supervised algorithm for labeling unlabeled text data

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CoBdock-2: enhancing blind docking performance through hybrid feature selection combining ensemble and multimodel feature selection approaches

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A Robust Approach to Text Similarity Detection with LSTM Networks based on Embedding and Attention Synergy

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A comprehensive evaluation of oversampling techniques for enhancing text classification performance

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近5年高被引文献
Text Data Augmentation for Deep Learning

article Full Text OpenAlex 1502 FWCI145.165

Natural language processing: state of the art, current trends and challenges

article Full Text OpenAlex 1227 FWCI142.42

Deep Learning--based Text Classification

review Full Text OpenAlex 1130 FWCI23.243

A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects

article Full Text OpenAlex 634 FWCI79.725

Fine-Grained Entity Recognition

article Full Text OpenAlex 535 FWCI15.583

A Survey on Deep Semi-Supervised Learning

article Full Text OpenAlex 508 FWCI58.372

Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification

article Full Text OpenAlex 446 FWCI34.007

Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks

article Full Text OpenAlex 424 FWCI39.954

Asymmetric Loss For Multi-Label Classification

article Full Text OpenAlex 418 FWCI21.135

Graph Self-Supervised Learning: A Survey

article Full Text OpenAlex 396 FWCI46.927