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
Semantic Alignment and Output Constrained Generation for Reliable LLM-based Classification

article Full Text OpenAlex

CTMR: Cohort-Aware Transformer Multi-Objective Ranker for Personalized Debiased and Diversity-Aware Product Search

article Full Text OpenAlex

Distributed multi-label feature selection via feature-label information granulation

article Full Text OpenAlex

A Survey on Multimodal Recommender Systems: Recent Advances and Future Directions

article Full Text OpenAlex

Evaluating knowledge-based approaches for legal text analysis: A benchmark study

article Full Text OpenAlex

Multi-Scale Feature Fusion and Graph Neural Network Integration for Text Classification with Large Language Models

article Full Text OpenAlex

M3DocVQA: Multi-Modal Multi-Page Multi-Document Understanding

article Full Text OpenAlex

Critical Review for One‐Class Classification: Recent Advances and Reality Behind Them

article Full Text OpenAlex

Systematic literature review on sentiment analysis using transformers

article Full Text OpenAlex

Explainable Multilingual Sentiment Analysis for Sinhala, English and Code-Mixed Banking Reviews

article Full Text OpenAlex

近5年高被引文献
Natural language processing: state of the art, current trends and challenges

article Full Text OpenAlex 1692 FWCI208.7824

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

article Full Text OpenAlex 858 FWCI110.235

A Survey on Deep Semi-Supervised Learning

article Full Text OpenAlex 807 FWCI74.959

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

preprint Full Text OpenAlex 736 FWCI249.9181

Graph Self-Supervised Learning: A Survey

article Full Text OpenAlex 491 FWCI63.8563

Improving Text Classification by Shrinkage in a Hierarchy of Classes

article Full Text OpenAlex 479 FWCI0

A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges

article Full Text OpenAlex 460 FWCI58.033

PTR: Prompt Tuning with Rules for Text Classification

article Full Text OpenAlex 443 FWCI59.8529

MLCM: Multi-Label Confusion Matrix

article Full Text OpenAlex 395 FWCI50.8136

A Survey on Data Augmentation for Text Classification

review Full Text OpenAlex 389 FWCI51.0851