Open-Domain Question-Answering

Author(s): John Prager

Source:
    Journal:Foundations and Trends® in Information Retrieval
    ISSN Print:1554-0669,  ISSN Online:1554-0677
    Publisher:Now Publishers
    Volume 1 Number 2,

Document Type: Article
Pages: 96 (1-96)
DOI: 10.1561/1500000001

Abstract: The top-performing Question-Answering (QA) systems have been of two types: consistent, solid, well-established and multi-faceted systems that do well year after year, and ones that come out of nowhere employing totally innovative approaches and which out-perform almost everybody else. This article examines both types of system in depth. We establish what a “typical” QA-system looks like, and cover the commonly used approaches by the component modules. Understanding this will enable any proficient system developer to build his own QA-system. Fortunately there are many components available for free from their developers to make this a reasonable expectation for a graduate-level project. We also look at particular systems that have performed well and which employ interesting and innovative approaches.

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