NATURAL LANGUAGE QUESTION EXPANSION AND EXTRACTION

Patent №

US 9,535,898

Granted

2017-01-03

Filed 2013

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13760639

Methods, computer program products and systems for generating at least one factual question from a set of seed questions and answer pairs. One method includes: obtaining at least one seed question and answer pair from the set of seed question and answer pairs; extracting a set of features associated with the at least one seed question and answer pair using at least one common analysis system (CAS) in a set of CASs and a specific knowledge base; generating a set of candidate questions from the extracted set of features using a logistic regression algorithm and the specific knowledge base, wherein each candidate question includes an expansion of each of the extracted set of features; and ranking each candidate question relative to a remainder of candidate questions in the set of candidate questions based on the extracted set of features and the at least one seed question and answer pair.

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
Planning1.00
AI hardware1.00
Vision0.12
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 297660285

Assignors

BAUGHMAN, AARON K., BOYER, LINDA M., CHUANG, WESLEY T., DING, MEILAN, GEE, WILLIAM R., SAKTHI, PALANI

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

From the same owner

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