The ACM Transactions on Interactive Intelligent Systems (ACM TIIS)  has published the paper "MALACHITE - Enabling Users to Teach GUI-Aware Natural Language Interfaces" for publication. The paper is co-authored by Marcel Ruoff (KIT), Brad Myers (Carnegie Mellon University, CMU) and Alexander Maedche (KIT). 

In this study, we designed the system MALACHITE through three formative studies. MALACHITE enables users to successfully teach NL inputs on a semantic and syntactic level leveraging the GUI screen of a data visualization tool. With two evaluative studies, we provide evidence that with MALACHITE’s suggestions users significantly improve their accuracy by a factor of 2.3 in teaching GUI-dependent NL inputs in contrast to those without MALACHITE’s suggestions 

Further information is available here: https://dl.acm.org/doi/10.1145/3716141