In recent years, neural network based prediction methods have shown great success on this Twitter user geolocation prediction task (Rahimi et al., 2017;Miura et al., 2017).
with the feature fusion layer, our model can accommodate various feature combinations and achieves state-of-the-art results over three commonly used benchmarks under different feature settings.