Extracting Action Sequences from Texts Based on Deep Reinforcement Learning

7 Mar 2018Wenfeng FengHankz Hankui ZhuoSubbarao Kambhampati

Extracting action sequences from natural language texts is challenging, as it requires commonsense inferences based on world knowledge. Although there has been work on extracting action scripts, instructions, navigation actions, etc., they require that either the set of candidate actions be provided in advance, or that action descriptions are restricted to a specific form, e.g., description templates... (read more)

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