Assessing Scientific Text Similarity: A Novel Approach Utilizing Non-Negative Matrix Factorization and Bidirectional Encoder Representations from Transformer

The patent serves as a vital component of scientific text, and over time, escalating competition has generated a substantial demand for patent analysis encompassing areas such as company strategy and legal services, necessitating fast, accurate, and easily applicable similarity estimators. At presen...

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Bibliographic Details
Main Authors: Zhixuan Jia, Wenfang Tian, Wang Li, Kai Song, Fuxin Wang, Congjing Ran
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/12/21/3328
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