CONTEXT BASED PASSAGE RETREIVAL AND SCORING IN A QUESTION ANSWERING SYSTEM

Patent №

US 9,529,894

Granted

2016-12-27

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15044161

According to an aspect, a question answering computer system determines a set of search terms for a given question. A plurality of passages that each includes at least one search term in the set of search terms is identified in response to a search of a document for search terms in the set of search terms. A passage from the plurality of passages is selected. A context based score of the selected passage that indicates the likelihood that the selected passage contains an answer to the question is generated based on criteria that specify a relationship among the set of search terms, content of the passage, and content of at least one other passage in the plurality of passages.

AI classification

Natural language1.00
Machine learning1.00
Planning1.00
Knowledge representation0.97
Evolutionary computation0.73
AI hardware0.38
Vision0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 377380687

Assignors

NOLAN, CHRISTOPHER M., VISOTSKI, WILLIAM G., WILSON, DAVID E., YATES, ROBERT L.

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

From the same owner

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