| Experiments | We use this experiment to compare the various topic models as well as the best model with the known state of the art approaches to selectional preferences. |
| Experiments | We first compare the three LDA-based approaches to each other and two state of the art similarity based systems (Erk, 2007) (using mutual information and J accard similarity respectively). |
| Introduction | Our experiments demonstrate that LDA-SP significantly outperforms state of the art approaches obtaining an 85% increase in recall at precision 0.9 on the standard pseudo-disambiguation task. |