A workshop entitled “NLP Approaches to Computational Argumentation” will take place at the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016) on Sunday, 7 August 2016 in Berlin, Germany. The workshop will be jointly organized by Iryna Gurevych of the UKP Lab, Noam Slonim of IBM Research, Chris Reed of Dundee University, and Benno Stein of Bauhaus-Universität Weimar.