We will present two papers at the Deep Learning Barcelona Symposium:

• Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda and Marco Baroni: "Communication breakdown: on the low mutual intelligibility between human and neural captioning"
• Eleonora Gualdoni, Thomas Brochhagen, Andreas Mädebach and Gemma Boleda: "What's in a name? A large-scale computational study on how competition between names affects naming variation"