IDENTIFYING A PROPERTY OF A DOCUMENT

Patent №

US 8,380,488

Granted

2013-02-19

Filed 2007

Owner

GOOGLE INC.

AI components

2

nlp · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11737603

Methods, systems and apparatus, including computer program products, for identifying properties of an electronic document. In one aspect, a sequence of bytes representing text in a document is received. A plurality of byte-n-grams are identified from the bytes. For multiple encodings, a respective likelihood of each byte-n-gram occurring in each of the respective multiple encodings is identified. A respective encoding score for each of the multiple encodings is determined. A most likely encoding of the document is identified based on a highest encoding score among the encoding scores. In another aspect, a sequence of characters, having an encoding, are identified in a document. The sequence is segmented into features, each corresponding to two or more characters. A respective score for each of multiple languages is determined based on the features and a respective language model. A language of the document is identified based on the scores.

AI classification

Natural language1.00
Knowledge representation0.93
Machine learning0.19
Vision0.09
AI hardware0.02
Speech0.00
Evolutionary computation0.00
Planning0.00

Ownership

GOOGLE INC.

assignment · 201230826

Assignors

LIU, XIN, YANG, STEWART

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

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