Event Embeddings for Semantic Script Modeling

  title={Event Embeddings for Semantic Script Modeling},
  author={Ashutosh Modi},
Semantic scripts is a conceptual representation which defines how events are organized into higher level activities. Practically all the previous approaches to inducing script knowledge from text relied on count-based techniques (e.g., generative models) and have not attempted to compositionally model events. In this work, we introduce a neural network model which relies on distributed compositional representations of events. The model captures statistical dependencies between events in a… CONTINUE READING


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