Technical document issues scanner
AssigneeMicrosoft Technology Licensing, LLC
InventorsYing WANG, Min LI, Mengyan LU
Life of this patent
Estimating the term…
Abstract
A technical document scanner disclosed herein determines and categorizes various common issues among a large number of documents. An implementation of the technical document scanner is implemented using various computer process instructions including scanning a technical document to extract content, applying named entity recognition on the extracted content from the technical document to extract named entities, applying relation extraction on the named entities to extract relations between the named entities, and analyzing the relations between the entities to compose lists of high relevance entities for issue checking.
Claims20
A physical article of manufacture including one or more tangible computer-readable storage media, encoding computer-executable instructions for executing on a computer system a computer process to provide attestable and destructible device identity, the computer process comprising:
- scanning a document to extract content;
- applying a named entity recognition (NER) model on the extracted content to extract named entities;
- extracting relations between the named entities by applying a relation extraction model on the named entities;
- and
- analyzing the relations between the named entities to compose lists of high relevance categories for issue cheeking.
In a computing environment, a method performed at least in part on at least one processor, the method comprising:
- scanning, a technical document to extract content;
- applying a named entity recognition (NER) model on the extracted content to extract named entities;
- extracting relations between the named entities by applying a relation extraction model on the named entities;
- and
- analyzing the relations between the named entities to compose lists of high relevance categories for issue checking.
In a computing environment, a system comprising:
- memory;
- one or more processor units;
- a document issue scanner system stored in the memory and executable by the one or more processor units, the document issue scanner system encoding computer-executable instructions on the memory for executing on the one or more processor units a computer process, the computer process comprising:
- scanning a technical document to extract content;
- applying a named entity recognition (NER) model on the extracted content to extract named entities;
- extracting relations between the named entities by applying a relation extraction model on the named entities;
- and
- analyzing the relations between the entities to compose lists of high relevance named entities for issue checking.
Dependencies are inferred from the claim text.