The thing that puzzles me about embeddings is that they're so untargeted, they represent everything about the input string.
Is there a method for dimensionality reduction of embeddings for different applications? Let's say I'm building a system to find similar tech support conversations and I am only interested in the content of the discussion, not the tone of it.
How could I derive an embedding that represents only content and not tone?
Is there a method for dimensionality reduction of embeddings for different applications? Let's say I'm building a system to find similar tech support conversations and I am only interested in the content of the discussion, not the tone of it.
How could I derive an embedding that represents only content and not tone?