Seq2Seq is kind of a standard, but also strikes me as pretty hacky. The network has an encoder and a decoder mode, reads until it finds an end of input signal,

Seq2Seq is kind of a standard, but also strikes me as pretty hacky. The network has an encoder and a decoder mode, reads until it finds an end of input signal, then switches to decode mode. This is how absolutely nothing works in nature.