Efficient reinforcement learning-based method for plagiarism detection boosted by a population-based algorithm for pretraining weights

Plagiarism detection (PD) in natural language processing involves locating similar words in two distinct sources. The paper introduces a new approach to plagiarism detection utilizing bidirectional encoder representations from transformers (BERT)-generated embedding, an enhanced artificial bee colon...

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Vydáno v:	Expert systems with applications Ročník 238; s. 122088
Hlavní autoři:	Xiong, Jiale, Yang, Jing, Yan, Lei, Awais, Muhammad, Khan, Abdullah Ayub, Alizadehsani, Roohallah, Acharya, U. Rajendra
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 15.03.2024
Témata:	Artificial bee colony Bidirectional encoder representations from transformers Plagiarism detection Reinforcement learning Unbalanced classification Bidirectional encoder representations from transformers Artificial bee colony Unbalanced classification Reinforcement learning Plagiarism detection
ISSN:	0957-4174, 1873-6793
On-line přístup:	Získat plný text
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