- Patent Title: Automatically generating test/training questions and answers through pattern based analysis and natural language processing techniques on the given corpus for quick domain adaptation
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Application No.: US14139589Application Date: 2013-12-23
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Publication No.: US10339453B2Publication Date: 2019-07-02
- Inventor: Naveen G. Balani , Amit P. Bohra , Krishna Kummamuru
- 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 R. Tkacs; Stephen J. Walder, Jr.; Reza Sarbakhsh
- Main IPC: G06N5/02
- IPC: G06N5/02 ; G06F17/00
Abstract:
A mechanism is provided in a data processing system for automatically generating question and answer pairs for training a question answering system for a given domain. The mechanism identifies a set of patterns of components in passages within a corpus of documents for the given domain. The mechanism identifies a set of rules that correspond to the set of patterns for generating question and answer pairs from the passages within the corpus of documents. The mechanism applies the set of rules to the passages to generate the question and answer pairs.
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