PRELIMINARY RANKER FOR SCORING MATCHING DOCUMENTS

Patent №

US 11,030,201

Granted

2021-06-08

Filed 2019

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

4

ml · nlp · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16270262

The technology described herein provides for preliminary ranking of matching documents for a search query. A preliminary ranker uses score tables for scoring each matching document based on its relevant to a search query. The score table for a document stores pre-computed data used to derive a frequency of terms and other information in the document. The preliminary ranker uses the score table for each matching document and the terms from the search query to determine a score for each matching document. The lowest scoring documents are removed from further consideration by a final ranker.

Machine learningNatural languageKnowledge representationAI hardwareG06F 16/24578G06F 16/2237G06F 16/29G06F 16/316G06F 16/325G06F 16/335

AI classification

Natural language1.00
Knowledge representation1.00
AI hardware0.97
Machine learning0.92
Planning0.26
Vision0.02
Evolutionary computation0.01
Speech0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 487220894

Assignors

HOPCROFT, MICHAEL JOSEPH, GOODWIN, ROBERT LOVEJOY, ANTONIJEVIC, ANDRIJA

On an employer assignment, the assignors are typically the inventors.

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