A significant step forward in modelling polymer melt rheology has been the introduction of the Pom-Pom constitutive model of McLeish & Larson [J. Rheol., 42(1):81¡§C110, 1998]. Various modifications of the Pom-Pom model have been published over the years in order to overcome several inconveniences of the original model. Amongst those modified models, the eXtended Pom-Pom (XPP) model of Verbeeten et. al. [J. Rheol., 45(4):823-843, 2001] has received quite some attention. However, the XPP model has been criticized for the generation of multiple and unphysical solutions. This paper deals with two issues. First, in the XPP model, anisotropy is implemented in a Giesekus-like manner which is known to result in unphysical solutions for non-lin...