Compositional Fusion of Signals in Data Embedding

Embeddings in AI convert symbolic structures into fixed-dimensional vectors, effectively fusing multiple signals. However, the nature of this fusion in real-world data is often unclear. To address this, we introduce two methods: (1) Correlation-based Fusion Detection, measuring correlation between k...

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Veröffentlicht in:	arXiv.org 2023-11
Hauptverfasser:	Guo, Zhijin, Xu, Zhaozhen, Lewis, Martha, Cristianini, Nello
Format:	Artikel
Sprache:	eng
Schlagworte:	Demographics Knowledge representation Recommender systems Words (language)
Online-Zugang:	Volltext
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