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AssigneeBabylon Partners Limited
InventorsVitalii ZHELEZNIAK, Daniel William BUSBRIDGE, April Tuesday SHEN, Samuel Laurence SMITH, Nils HAMMERLA
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Computer-implemented methods for retrieving content in response to receiving a natural language query are provided. In one aspect, a method includes receiving a natural language query submitted by a user using a user interface, generating an embedded sentence from said query, determining a similarity between the embedded sentence derived from the received natural language query and embedded sentences from queries saved in a database comprising a fixed mapping of responses to saved queries expressed as the embedded sentences, retrieving a response for an embedded sentence determined to be similar to one of the saved queries, and providing the response to the user via the user interface. Systems are also provided.
A computer implemented method for retrieving content in response to receiving a natural language query, the method comprising:
A natural language computer implemented processing method for predicting the context of a sentence, the method comprising receiving a sequence of words, using a decoding function and an encoding function, wherein in said encoding function, words contained in said sequence of words are mapped to a sentence vector and wherein in the decoding function, the context of the sequence of words is predicted using the sentence vector, wherein one of the decoding or encoding function is order-aware and the other of the decoding or encoding functions is order-unaware.
A system for retrieving content in response to receiving a natural language query, the system comprising:
A natural language processing system, for predicting the context of a sentence,
Dependencies are inferred from the claim text.