LIANA classifies the scoring functions from the different methods into two categories: those that infer the “magnitude” and “specificity” of interactions. The magnitude of an interaction is a measure of the strength of the interaction, and the specificity of an interaction is a measure of how...
(i.e., in the psychiatric narrative). to alleviate the shortcomings intrinsic to pure unsupervised approaches, the combined method we propose makes use of an optimized word embedding model to create dictionaries of specialized clinical vocabulary semi-automatically (step 4 in fig. 1 ). using a ...
Features such as horror, aggression, and work are derived from the LIWC, Laswell, and GI dictionaries, providing a comprehensive view of the various topics prevalent in the text. An overview of these feature sets, along with some examples of each, is given in Figure 1. The proposed ...