TriPlaNet: Enhancing machine-paraphrasing plagiarism detection through triplet network and contrastive learning

Powerful large language models (LLMs) have generated and paraphrased texts that are difficult for humans to distinguish from human-authored texts, sparking concerns about their potential misuse. Previous studies on detecting LLM-paraphrased texts have either proposed ineffective solutions and/or fai...

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Bibliographic Details
Main Authors: Deyu Meng, Ziheng Wang, Tshewang Phuntsho, Tad Gonsalves
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Egyptian Informatics Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110866525001458
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