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Patent Applicant
Current Assignee
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Patent Number
Date of Patent
December 13, 2022
Patent Application Number
16790917
Date Filed
February 14, 2020
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Systems and methods are provided to pre-train projection networks for use as transferable natural language representation generators. In particular, example pre-training schemes described herein enable learning of transferable deep neural projection representations over randomized locality sensitive hashing (LSH) projections, thereby surmounting the need to store any embedding matrices because the projections can be dynamically computed at inference time.
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