Enhancing semantical text understanding with fine-tuned large language models: A case study on Quora Question Pair duplicate identification.

Semantical text understanding holds significant importance in natural language processing (NLP). Numerous datasets, such as Quora Question Pairs (QQP), have been devised for this purpose. In our previous study, we developed a Siamese Convolutional Neural Network (S-CNN) that achieved an F1 score of...

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Bibliographic Details
Main Authors: Sifei Han, Lingyun Shi, Fuchiang Rich Tsui
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0317042
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