Learn With Jay. How Transformers Know Word Order — Positional Encoding Explained! Posted: May 7, 2025 | Last updated: May 7, 2025. Understand positional encoding without the math headache — it ...

Their unique architecture, which includes tokenization, embeddings, positional encoding, Transformer blocks, and the softmax function, distinguishes them from earlier language processing models.