Term #2,247

Numerical embeddings

Origin matter: BRT-PAT-2-PROV

Claim Term Numerical embeddings
Reference Case 1 BRT_PAT-2-PROV
Date Added 7/14/25
Created 7/14/25, 8:57 PM
Modified 7/14/25, 8:57 PM
Full Desc
"Numerical embeddings" refer to the representation of data, such as words, phrases, ideas, sentences, or even larger units of text, as vectors of real numbers in a high-dimensional space. These embeddings may be generated by or for machine learning models, such as neural networks, and may be used to capture semantic or syntactic relationships between the data elements. The numerical embeddings may be generated without direct human intervention and may include information about the data's context, relationships, frequency, or other characteristics. The embeddings are typically the model's output in response to a given input and may be evaluated, compared, or refined during model training or tuning. (Defined in conjunction with ChatGPT 4o Version, July 14, 2025.)

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