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Tag: Graph Embedding

When GraphSAGE Meets Pinterest
Latest  Machine Learning

When GraphSAGE Meets Pinterest

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July 20, 2023

Author(s): Edward Ma Originally published on Towards AI. Photo by Pinterest In the previous stories, we introduced Introduction to Graph Embeddings, Random Walk in Node Embeddings, and 4 Graph Neural Networks. I would like to further extend to PingSAGE. It was proposed …

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From ContE to Entity Type Embeddings in Natural Language Processing
Latest  Machine Learning

From ContE to Entity Type Embeddings in Natural Language Processing

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April 26, 2020

Author(s): Edward Ma Originally published on Towards AI. Photo by twinsfisch on Unsplash In the previous story, TransE (Border et al., 2013) use a translating mechanism to transform subject (s) by the predicate (p) to object (o). Just like word2vec, we can …

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