This paper presents the Multitask, Multilingual, Multimodal Language Generation COST Action – Multi3Generation (CA18231), an interdisciplinary network of research groups working on different aspects of language generation. This ‘meta-paper’ will serve as reference for citations of the Action in future publications. It presents the objectives, challenges and a the links for the achieved outcomes.