EVALUATING DOCUMENTS WITH EMBEDDED MATHEMATICAL EXPRESSIONS

Patent №

US 10,540,424

Granted

2020-01-21

Filed 2017

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC

AI components

4

ml · nlp · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15621009

Symbol recognition techniques may be applied to documents comprising various forms of content. Documents including both text and mathematical expressions may be problematic, as applying a recognizer that does not match the content may produce anomalous results. Instead, a parser may evaluate the document to classify respective regions as one of a text region or a mathematics region, based on the characteristics of each type of content. The recognizer corresponding to the content of each region may be applied to produce a composite document comprising both recognized text expressions and recognized mathematical expressions. Additional functionality may be presented based on the recognized content; e.g., text-based tools such as spell-check and natural-language translation may be applied to the text regions that comprise text expressions, and mathematics-based tools such as mathematical equation editors, mathematical expression solvers, and automated assignment grading may be applied to the mathematics regions that comprise mathematical expressions.

Machine learningNatural languageVisionAI hardwareG06F 40/111G06F 40/103G06F 40/109G06F 40/126G06F 40/131G06F 40/221G06F 40/284G06F 40/205+2 more

AI classification

Natural language1.00
Vision0.96
AI hardware0.95
Machine learning0.89
Knowledge representation0.08
Speech0.05
Evolutionary computation0.00
Planning0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC

assignment · 450470744

Assignors

NIKOLIC, NIKOLA, MOJASEVIC, JELENA, YI, SHENG, TU, XIAO, STOJILJKOVIC, IVAN

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

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