Query Answering to IQ Test Questions Using Word Embedding

Michał Frąckowiak; Jakub Dutkiewicz; Czesław Jędrzejek; Marek Retinger; Paweł Werda

doi:10.1007/978-3-319-43982-2_25

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Title

Query Answering to IQ Test Questions Using Word Embedding

Authors

Michał Frąckowiak (WE) ^{[ 1 ]}
Jakub Dutkiewicz (WE) ^{[ 1 ][ 2.3 ][ P ]}
Czesław Jędrzejek (WE) ^{[ 1 ][ 2.3 ][ P ]}
Marek Retinger (WE) ^{[ 1 ][ P ]}
Paweł Werda (WE) ^{[ 1 ]}

^{[ 1 ]} Instytut Automatyki i Inżynierii Informatycznej, Wydział Elektryczny, Politechnika Poznańska | ^{[ P ]} employee

Scientific discipline (Law 2.0)

[2.3] Information and communication technology

Year of publication

2017

Chapter type

chapter in monograph / paper

Publication language

english

Keywords

EN

query answering
IQ testing
word embedding
Glove method

Abstract

EN This paper presents an improvement over the results of Wang et al. on query answering to IQ test questions using word embedding. The improvement comes from using the Glove method and renormalization of results using the best results of two leading methods. This latter approach combines knowledge coming from different corpuses.

Pages (from - to)

283 - 294

DOI

10.1007/978-3-319-43982-2_25

URL

https://link.springer.com/chapter/10.1007/978-3-319-43982-2_25

Book

Multimedia and Network Information Systems : Proceedings of the 10th International Conference MISSI 2016

Presented on

10th International Conference on Multimedia & Network Information Systems MISSI 2016, 14-16.09.2016, Wrocław, Poland

Ministry points / chapter

20