Label generation for element of business process model
AssigneeInternational Business Machines Corporation
InventorsXue Han, Ya Bin Dang, Lijun Mei, Ke Wang
Life of this patent
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Abstract
This disclosure provides an approach to generating a label for an element of a business process model. The approach comprises obtaining at least one portion of a text segment that describes an element of a business process model. The approach further comprises applying a question-answering (QA) machine learning model to the at least one portion of the text segment to obtain a set of answers to a set of predetermined questions and generating a label for the element by combining the set of answers according to a format associated with the set of predetermined questions.
Claims20
A computer-implemented method, comprising:
- obtaining, by one or more processing units, at least one portion of a text segment that describes an element of a business process model;
- applying, by one or more processing units, a question-answering (QA) machine learning model to the at least one portion of the text segment to obtain a set of answers to a set of predetermined questions;
- and
- generating, by one or more processing units, a label for the element by combining the set of answers according to a format associated with the set of predetermined questions.
A computing system, comprising:
- a processor;
- a computer-readable memory unit coupled to the processor, the memory unit comprising instructions that, when executed by the processor, perform actions of:
- obtaining at least one portion of a text segment that describes an element of a business process model;
- applying a question-answering (QA) machine learning model to the at least one portion of the text segment to obtain a set of answers to a set of predetermined questions;
- and
- generating a label for the element by combining the set of answers according to a format associated with the set of predetermined questions.
A computer program product, comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to perform actions of:
- obtaining at least one portion of a text segment that describes an element of a business process model;
- applying a question-answering (QA) machine learning model to the at least one portion of the text segment to obtain a set of answers to a set of predetermined questions;
- and
- generating a label for the element by combining the set of answers according to a format associated with the set of predetermined questions.
Dependencies are inferred from the claim text.