Unified embeddings trained on text, clickstream, and image data perform uniformly well on three unrelated e-commerce tasks.
In this approach, alongwith the product-product pairs we also generate product-SI pairs and SI-SI pairs to be input to the Word2Vec model
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One Embedding To Do Them All
Unified embeddings trained on text, clickstream, and image data perform uniformly well on three unrelated e-commerce tasks.