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AssigneeNEC Laboratories America, Inc.
InventorsRenqiang Min, Asim Kadav, Huayu Li
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A context-aware attention-based neural network is provided for answering an input question given a set of purportedly supporting statements for the input question. The neural network includes a processing element. The processing element is configured to calculate a question representation for the input question, based on word annotations and word-level attentions calculated for the input question. The processing element is further configured to calculate a sentence representation for each of the purportedly supporting statements, based on word annotations and word-level attentions calculated for each of the purportedly supporting statements. The processing element is also configured to calculate a context representation for the set of purportedly supporting statements with respect to the sentence representation for each of the purportedly supporting statements. The processing element is additionally configured to generate an answer to the input question based on the question representation and the context representation.
A context-aware attention-based neural network for answering an input question given a set of purportedly supporting statements for the input question, the neural network comprising:
A computer program product for implementing a context-aware attention-based neural network for answering an input question given a set of purportedly supporting statements for the input question, the computer program product comprising a non-transitory computer readable storage medium having program instructions embodied therewith, the program instructions executable by a computer to cause the computer to perform a method comprising:
A method for implementing a context-aware attention-based neural network for answering an input question given a set of purportedly supporting statements for the input question, the method comprising:
Dependencies are inferred from the claim text.