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SemanticShield: An Intelligent Semantic Plagiarism Detection System Based on Machine Learning

A full-stack application integrating NLP, machine learning and document analysis technologies, supporting PDF/DOCX/TXT formats, providing sentence-level similarity analysis and AI-generated content detection with an accuracy rate of 94%.

plagiarism detectionmachine learningNLPFastAPIReactRandom ForestTF-IDFsemantic similarityacademic integrityPython
Published 2026-06-13 01:45Recent activity 2026-06-13 01:50Estimated read 1 min
SemanticShield: An Intelligent Semantic Plagiarism Detection System Based on Machine Learning
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Section 01

导读 / 主楼:SemanticShield: An Intelligent Semantic Plagiarism Detection System Based on Machine Learning

Introduction / Main Floor: SemanticShield: An Intelligent Semantic Plagiarism Detection System Based on Machine Learning

A full-stack application integrating NLP, machine learning and document analysis technologies, supporting PDF/DOCX/TXT formats, providing sentence-level similarity analysis and AI-generated content detection with an accuracy rate of 94%.