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
Lab
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
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.