Tag: style
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Dimension-Free Minimax Rates for Learning Pairwise Interactions in Attention-Style Models
Dimension-Free Minimax Rates for Learning Pairwise Interactions in Attention-Style Models arXiv:2510.11789v1 Announce Type: new Abstract: We study the convergence rate of learning pairwise interactions in single-layer attention-style models, where tokens interact through a weight matrix and a non-linear activation function. We prove that the minimax rate is $M^{-frac{2beta}{2beta+1}}$ with $M$ being the sample size, depending…
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Generating passages similar in style to a set of 9 examples (Question)
Generating passages similar in style to a set of 9 examples (Question) Hello everyone I hope I can find some guidance here for a project in generative AI. I have a set of 9 short passages from a TOEFL-like English test. I need to generate more passages that match the style of the examples set.…