In Cologne it feels like autumn has arrived and somehow fittingly our Summer School “Deep Learning for Language Analysis #DL4LASS” came to an end. In fact, we were able to celebrate the fifth edition of this event this year and we managed – after two online years – also to return to the University of Cologne campus. Since one always forgets the impressions so quickly, I would like to report briefly here on the rather entertaining – and hopefully also instructive – week.