- Patent Title: Systems and methods for structured stem and suffix language models
-
Application No.: US14841047Application Date: 2015-08-31
-
Publication No.: US09899019B2Publication Date: 2018-02-20
- Inventor: Jerome R. Bellegarda , Sibel Yaman
- Applicant: Apple Inc.
- Applicant Address: US CA Cupertino
- Assignee: Apple Inc.
- Current Assignee: Apple Inc.
- Current Assignee Address: US CA Cupertino
- Agency: Dentons US LLP
- Main IPC: G06F3/023
- IPC: G06F3/023 ; G10L15/197 ; G10L15/06 ; G06F17/27

Abstract:
Systems and methods are disclosed for predicting words using a structured stem and suffix n-gram language model. The systems and methods include determining, using a first n-gram word language model, a first probability of a stem based on a first portion of a previously-input word in the received input. Using a second n-gram language model, a second probability of a first suffix may be determined based at least on a second portion the previously-input word in the received input. Further, a third probability of a second suffix different from the first suffix may be determined using a third n-gram language model based at least on a third portion of the previously-input word in the received input. A fourth probability of a predicted word may be determined based on the first, second and third probabilities. One or more predicted words may be determined and provided as an output to the user.
Public/Granted literature
- US20160275941A1 SYSTEMS AND METHODS FOR STRUCTURED STEM AND SUFFIX LANGUAGE MODELS Public/Granted day:2016-09-22
Information query