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Dimensions of semantic similarity
2018Semantic similarity is a broad term used to describe many tools, models and methods applied in knowledge bases, semantic graphs, text disambiguation, ontology matching and more. Because of such broad scope it is, in a “general” case, difficult to properly capture and formalize.
Paweł Szmeja +3 more
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Distributional Compositional Semantics and Text Similarity
2012 IEEE Sixth International Conference on Semantic Computing, 2012In this paper, an approach for semantic compositionbased on space projection operations over basic geometriclexical representations is proposed. Syntactic bi-grams arehere projected in the so called Support Subspace, aimed atemphasizing the semantic features shared by the compoundword.
CROCE, DANILO +3 more
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Semantic Similarity Functions and Measures
2019Similarity is the process through which two or more objects are compared in order to identify to what extent they are alike. This is useful, for instance, when there is the need to identify common elements among a set of objects or when a new object has to be classified w.r.t. the others.
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Evolution of Semantic Similarity—A Survey
ACM Computing Surveys, 2022Dhivya Chandrasekaran, Vijay Mago
exaly
Neurofuzzy semantic similarity measurement
Data & Knowledge Engineering, 2023Jorge Martinez-Gil +3 more
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Deep Category-Level and Regularized Hashing With Global Semantic Similarity Learning
IEEE Transactions on Cybernetics, 2021Yaxiong Chen, Xiaoqiang Lu
exaly
Deep Semantic Reconstruction Hashing for Similarity Retrieval
IEEE Transactions on Circuits and Systems for Video Technology, 2021Yunbo Wang, Xianfeng Ou, Jian Liang
exaly
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation
IEEE Transactions on Cybernetics, 2020Yunchao Wei, Yi Yang, Thomas S Huang
exaly