Finally, we want to investigate more advanced neural network architectures for the acquisition of selectional preferences.
neural tensor networks (Yu et al., 2013) have recently demonstrated impressive results in related fields like speech recognition, and might provide the necessary machinery to model multi-way selectional preferences in a more profound way.