QUESTION AND ANSWER PAIR GENERATION USING MACHINE LEARNING

QUESTION AND ANSWER PAIR GENERATION USING MACHINE LEARNING

An interactive question and answer (Q&A) service provides pairs of questions and corresponding answers related to the content of a web page. The service includes pre-configured Q&A pairs derived from a deep learning framework that includes a series of neural networks trained through joint an...

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Bibliographische Detailangaben
Hauptverfasser: JIN, MATTHEW GLENN, ZILOUCHIAN MOGHADDAM, ROSHANAK, BOLAND, GEARARD, SHAVER, JASON, BAJAJ, PAYAL, GUPTA, ANSHUL, NORIEGA DE ARMAS, EDUARDO ENRIQUE, SUNDARESAN, NEELAKANTAN
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:An interactive question and answer (Q&A) service provides pairs of questions and corresponding answers related to the content of a web page. The service includes pre-configured Q&A pairs derived from a deep learning framework that includes a series of neural networks trained through joint and transfer learning to generate questions for a given text passage. In addition, pre-configured Q&A pairs are generated from historical web access patterns and sources related to the content of the web page.