HT-Transformer: Event Sequences Classification by Accumulating Prefix Information with History Tokens

Ivan Karpukhin, Andrey Savchenko

Deep learning has achieved remarkable success in modeling sequential data, including event sequences, temporal point processes, and irregular time series. Recently, transformers ha…