Invention Grant
- Patent Title: LAT based answer generation using anchor entities and proximity
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Application No.: US16743041Application Date: 2020-01-15
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Publication No.: US11651279B2Publication Date: 2023-05-16
- Inventor: Timothy A. Bishop , Stephen A. Boxwell , Benjamin L. Brumfield , Stanley J. Vernier
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agent Stephen J. Walder, Jr.; Brian Welle
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06N5/02 ; G06F16/00 ; G06F40/284 ; G06F40/295 ; G06N5/022

Abstract:
Mechanisms are provided for implementing a proximity based candidate answer pre-processor engine that outputs a sub-set of candidate answers to a question and answer (QA) system. The mechanisms receive a lexical answer type (LAT) and an entity specified in an input natural language question as well as an ontology data structure representing a corpus of natural language content. The mechanisms identify a set of candidate answers having associated nodes in the ontology data structure that are within a predetermined proximity of a node corresponding to the entity, and a sub-set of candidate answers in the set of candidate answers having an entity type corresponding to the LAT. The mechanisms output, to the QA system, the sub-set of candidate answers as candidate answers to the input natural language question for evaluation and selection of a final answer to the input natural language question.
Public/Granted literature
- US20200151607A1 LAT Based Answer Generation Using Anchor Entities and Proximity Public/Granted day:2020-05-14
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