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Re:Quaternion Knowledge Graph Embeddings by authorfly on Thursday April 25, 2024 @05:30AM (#40155308)
Because they enable you to involve things typically unrelated (i.e. two types of embeddings), think and understand and manipulate them in a simpler mathematical model (a single vector) and see how you can then apply the most fundamental mathematical operations (e.g. cosine similarity) in terms of simpler outputs/metrics. It enables a form of creativity in other words; it makes you see things like the math in Transformers in a less anxious light as you understand how these things can overlay into a simpler intuitive understanding.
Re:Quaternion Knowledge Graph Embeddings by redwood on Thursday April 25, 2024 @06:12AM (#40155560)
Sounds similar to the power of LoRa; critical building blocks to building efficient scalable serving