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
Tibetan-BERT-wwm: A Tibetan Pretrained Model With Whole Word Masking for Text Classification

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AMEND: Adaptive Margin and Expanded Neighborhood for Efficient Generalized Category Discovery

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VGG16: Offline handwritten devanagari word recognition using transfer learning

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Spark-based multi-verse optimizer as wrapper features selection algorithm for phishing attack challenge

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Prompt-Based Label-Aware Framework for Few-Shot Multi-Label Text Classification

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IncMSR: An Incremental Learning Approach for Multi-Scenario Recommendation

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A novel cascaded multi-task method for crop prescription recommendation based on electronic medical record

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Sentiment Analysis Using Improved Atom Search Optimizer With a Simulated Annealing and ReLU Based Gated Recurrent Unit

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Dynamic multi-label feature selection algorithm based on label importance and label correlation

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Twin Towers End to End model for aspect-based sentiment analysis

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

article Full Text OpenAlex 1600 FWCI186.68002993

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

article Full Text OpenAlex 1514 FWCI280.7755083

Deep Learning--based Text Classification

review Full Text OpenAlex 1298 FWCI145.47778598

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

article Full Text OpenAlex 764 FWCI149.98189634

From Prediction to Precision: Leveraging LLMs for Equitable and Data-Driven Writing Placement in Developmental Education

preprint Full Text OpenAlex 723 FWCI506.07324037

A Survey on Deep Semi-Supervised Learning

article Full Text OpenAlex 676 FWCI83.06429857

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

article Full Text OpenAlex 552 FWCI54.18377286

Fine-Grained Entity Recognition

article Full Text OpenAlex 512 FWCI18.76081513

Asymmetric Loss For Multi-Label Classification

article Full Text OpenAlex 500 FWCI24.00781625

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

article Full Text OpenAlex 480 FWCI52.91384068