Integrating Order Information and Event Relation for Script Event Prediction

There has been a recent line of work automatically learning scripts from unstructured texts, by modeling narrative event chains. While the dominant approach group events using event pair relations, LSTMs have been used to encode full chains of narrative events... (read more)

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Methods used in the Paper


METHOD TYPE
LINE
Graph Embeddings
Sigmoid Activation
Activation Functions
Tanh Activation
Activation Functions
Softmax
Output Functions
GRU
Recurrent Neural Networks
Dynamic Memory Network
Working Memory Models
Memory Network
Working Memory Models
LSTM
Recurrent Neural Networks