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Notation for Source and Target Sequences

In sequence modeling architectures, standard notation is used to represent the inputs and outputs. A source sequence is typically denoted as x1...xmx_1...x_m, where mm represents the length of the source sequence. Its corresponding sequence of embedding vectors is denoted as e1x...emx\mathbf{e}_{1}^{x}...\mathbf{e}_{m}^{x}. Similarly, the target sequence that the model aims to generate is denoted as y1...yny_1...y_n, with length nn, and its corresponding embedding sequence is represented as e1y...eny\mathbf{e}_{1}^{y}...\mathbf{e}_{n}^{y}.

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Updated 2026-04-18

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