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US 2017/0286914 A1Published application
Systems and methods to develop training set of data based on resume corpus
AssigneeFacebook, Inc.
InventorMiaoqing Fang
Life of this patent
Estimating the term…
Abstract
Systems, methods, and non-transitory computer readable media are configured to acquire a resume corpus. The resume corpus is processed to generate resume tokens. A machine learning model is trained based on the resume tokens. The machine learning model is applied to recommend a job classification based on evaluation data.
Claims20
A computer-implemented method comprising:
- acquiring, by a computing system, a resume corpus;
- processing, by the computing system, the resume corpus to generate resume tokens;
- training, by the computing system, a machine learning model based on the resume tokens;
- and
- applying, by the computing system, the machine learning model to recommend a job classification based on evaluation data.
2 more elements
A system comprising:
- at least one processor;
- and
- a memory storing instructions that, when executed by the at least one processor, cause the system to perform:
- acquiring a resume corpus;
- processing the resume corpus to generate resume tokens;
- training a machine learning model based on the resume tokens;
- and
- applying the machine learning model to recommend a job classification based on evaluation data.
5 more elements
A non-transitory computer-readable storage medium including instructions that, when executed by at least one processor of a computing system, cause the computing system to perform a method comprising:
- acquiring a resume corpus;
- processing the resume corpus to generate resume tokens;
- training a machine learning model based on the resume tokens;
- and
- applying the machine learning model to recommend a job classification based on evaluation data.
2 more elements
Dependencies are inferred from the claim text.