UNLEARNING TECHNIQUES FOR ADAPTIVE LANGUAGE MODELS IN TEXT ENTRY

Patent №

US 9,703,394

Granted

2017-07-11

Filed 2015

Owner

GOOGLE INC.

AI components

4

ml · nlp · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14873147

In some examples, a method includes outputting a graphical keyboard (120) for display and responsive to receiving an indication of a first input (124), determining a new character string that is not included in a language model. The method may include adding the new character string to the language model and associating a likelihood value with the new character string. The method may include, responsive to receiving an indication of a second input, predicting the new character string, and responsive to receiving an indication of a third input that rejects the new character string, decreasing the likelihood value associated with the new character string.

Machine learningNatural languageSpeechAI hardwareG06F 3/0237G06F 3/04883G06F 3/04886G06F 40/00G06F 40/12G06F 40/166G06F 40/216G06F 2203/04808

AI classification

Natural language1.00
Machine learning1.00
Speech1.00
AI hardware0.95
Planning0.25
Evolutionary computation0.25
Vision0.00
Knowledge representation0.00

Ownership

GOOGLE INC.

assignment · 367080833

Assignors

OUYANG, YU, ZHAI, SHUMIN

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

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