Event participant modelling with neural networks

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Knowledge Triples

Source Entity	Relationship	Target Entity
Event Level Surprisal Metric	affects	Thematic Role OtherEntity
Neural Network Models Method	learns	Embeddings Material
Neural Network Models Method	predicts	Thematic Role OtherEntity
Neural Network Models Method	trainedOn	Role Labelled Text Material
Probabilistic Models Method	handles	Thematic Role OtherEntity