Why one paper uses "tokenizer encoder": the term encoder is overloaded

BaadeAlan · x · 2026-10-21

In the ongoing terminology thread, researcher Alan Baade responds that he has no allegiance to "tokenizer," but "encoder" alone is too overloaded: encoders in enc-dec Transformers and in MAE/MAR are different things, and the latter need not have modelable or predictable outputs. "Tokenizer encoder" is used to specify the space the model generates in.

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