- Patent Title: Graph long short term memory for syntactic relationship discovery
-
Application No.: US15395961Application Date: 2016-12-30
-
Publication No.: US10255269B2Publication Date: 2019-04-09
- Inventor: Christopher Brian Quirk , Kristina Nikolova Toutanova , Wen-tau Yih , Hoifung Poon , Nanyun Peng
- Applicant: Microsoft Technology Licensing, LLC
- Applicant Address: US WA Redmond
- Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
- Current Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
- Current Assignee Address: US WA Redmond
- Agency: Merchant & Gould
- Main IPC: G06F17/00
- IPC: G06F17/00 ; G06F17/27 ; G06F17/30 ; G06F17/20 ; G06N3/04 ; G06N5/02
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.
Public/Granted literature
- US20180189269A1 GRAPH LONG SHORT TERM MEMORY FOR SYNTACTIC RELATIONSHIP DISCOVERY Public/Granted day:2018-07-05
Information query
