PROVIDING QUESTION AND ANSWERS WITH DEFERRED TYPE EVALUATION USING TEXT WITH LIMITED STRUCTURE

Patent №

US 10,482,115

Granted

2019-11-19

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · speech · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15790839

A system, method and computer program product for conducting questions and answers with deferred type evaluation based on any corpus of data. The method includes processing a query including waiting until a “Type” (i.e. a descriptor) is determined AND a candidate answer is provided. Then, a search is conducted to look (search) for evidence that the candidate answer has the required Lexical Answer Type (e.g., as determined by a matching function that can leverage a parser, a semantic interpreter and/or a simple pattern matcher). Prior to or during candidate answer evaluation, a process is provided for extracting and storing collections of entity-type pairs from semi-structured text documents. During QA processing and candidate answer scoring, a process is implemented to match the query LAT against the lexical type of each provided candidate answer and generate a score judging a degree of match.

AI classification

Natural language1.00
Knowledge representation1.00
Speech0.99
Planning0.98
Machine learning0.97
Vision0.83
AI hardware0.45
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 500370904

Assignors

MURDOCK, JAMES W., IV, FAN, JAMES J., WELTY, CHRISTOPHER A., DUBOUE, PABLO A, FERRUCCI, DAVID A., ZADROZNY, WLODEK W.

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

From the same owner

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