xLSTM: The inventors of LSTM are presenting a Transformer contender.
Has Sepp Hochreiter done it again? After months of announcements, a group around the inventor of the LSTM finally published a paper presenting 𝐱𝐋𝐒𝐓𝐌 to the world. Until the appearance of the Transformer in 2017, 𝐋𝐒𝐓𝐌 had been the go-to technology for a wide variety of sequence-related tasks, including text generation. Three limitations relegated LSTMs