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1. (WO2018125585) GRAPH LONG SHORT TERM MEMORY FOR SYNTACTIC RELATIONSHIP DISCOVERY

Pub. No.:    WO/2018/125585    International Application No.:    PCT/US2017/066237
Publication Date: Fri Jul 06 01:59:59 CEST 2018 International Filing Date: Fri Dec 15 00:59:59 CET 2017
IPC: G06F 17/30
G06F 17/20
G06N 3/04
G06N 5/02
Applicants: MICROSOFT TECHNOLOGY LICENSING, LLC
Inventors: QUIRK, Christopher Brian
TOUTANOVA, Kristina Nikolova
YIH, Wen-Tau
POON, Hoifung
PENG, Nanyun
Title: GRAPH LONG SHORT TERM MEMORY FOR SYNTACTIC RELATIONSHIP DISCOVERY
Abstract:
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.