Short Answer

Dimensions of a Context Window Matrix

A sequence of vectors is given, where each vector vk\mathbf{v}_k has a dimension of dd. A matrix V[inc+1,i]\mathbf{V}_{[i-n_c+1,i]} is constructed by stacking the vectors from the sequence that fall within a context window of size ncn_c. What are the dimensions (rows × columns) of this resulting matrix? Express your answer in terms of ncn_c and dd.

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Updated 2025-10-04

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