Encoder-decoder transformers are characterized by a temporal logic extending propositional logic with a counting global modality on the encoder and a past modality on the decoder, equivalently via distributed automata.
RoFormer: Enhanced Transformer with Rotary Position Embedding.Neurocomputing, 568:127063
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Cross-Attention and Encoder-Decoder Transformers: A Logical Characterization
Encoder-decoder transformers are characterized by a temporal logic extending propositional logic with a counting global modality on the encoder and a past modality on the decoder, equivalently via distributed automata.