Graph long short term memory for syntactic relationship discovery

Long short term memory units that accept a non-predefined number of inputs are used to provide natural language relation extraction over a user-specified range on content. Content written for human consumption is parsed with distant supervision in segments (e.g., sentences, paragraphs, chapters) to...

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Hauptverfasser: Yih, Wen-tau, Quirk, Christopher Brian, Toutanova, Kristina Nikolova, Poon, Hoifung, Peng, Nanyun
Format: Patent
Sprache:eng
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Zusammenfassung:Long short term memory units that accept a non-predefined number of inputs are used to provide natural language relation extraction over a user-specified range on content. Content written for human consumption is parsed with distant supervision in segments (e.g., sentences, paragraphs, chapters) to determine relationships between various words within and between those segments.