Vector space applications in metaphor comprehension

J Nick Reid, AN Katz - Metaphor and Symbol, 2018 - Taylor & Francis
Although vector space models of word meaning have been successful in modeling many
aspects of human semantic knowledge, little research has explored figurative language …

A computational system of metaphor generation with evaluation mechanism

A Terai, M Nakagawa - International Conference on Artificial Neural …, 2010 - Springer
This study regards metaphor generation as a process where an expression consisting of a
target (A) is modified by certain features to become a metaphorical expression of the form …

A corpus-based computational model of metaphor understanding consisting of two processes

A Terai, M Nakagawa - Cognitive Systems Research, 2012 - Elsevier
The purpose of this study is to construct a computational model of metaphor understanding
based on statistical corpora analysis and that includes dynamic interaction among features …

A neural network model of metaphor generation with dynamic interaction

A Terai, M Nakagawa - International Conference on Artificial Neural …, 2009 - Springer
The purpose of this study is to construct a computational model that generates
understandable metaphors of the form “A (target) like B (vehicle)” from the features of the …

A neural network model of metaphor understanding with dynamic interaction based on a statistical language analysis: targeting a human-like model

A Terai, M Nakagawa - International Journal of neural systems, 2007 - World Scientific
The purpose of this paper is to construct a model that represents the human process of
understanding metaphors, focusing specifically on similes of the form an" A like B" …

Computational models of inductive reasoning using a statistical analysis of a Japanese corpus

K Sakamoto, A Terai, M Nakagawa - Cognitive Systems Research, 2007 - Elsevier
Existing computational models of human inductive reasoning have been constructed based
on psychological evaluations concerning the similarities or relationships between entities …

A corpus-based computational model of metaphor understanding incorporating dynamic interaction

A Terai, M Nakagawa - International Conference on Artificial Neural …, 2008 - Springer
The purpose of this study is to construct a computational model of metaphor understanding
based on statistical corpora analysis. The constructed model consists of two processes: a …

Risk context effects in inductive reasoning: an experimental and computational modeling study

K Sakamoto, M Nakagawa - Modeling and Using Context: 6th International …, 2007 - Springer
Mechanisms that underlie the inductive reasoning process in risk contexts are investigated.
Experimental results indicate that people rate the same inductive reasoning argument …

Capturing the structures in association knowledge: Application of network analyses to large-scale databases of japanese word associations

T Joyce, M Miyake - International Conference on Large-Scale Knowledge …, 2008 - Springer
Within the general enterprise of probing into the complexities of lexical knowledge, one
particularly promising research focus is on word association knowledge. Given Deese's [1] …

A neural network model of metaphor understanding with dynamic interaction based on a statistical language analysis

A Terai, M Nakagawa - International Conference on Artificial Neural …, 2006 - Springer
The purpose of this study is to construct a human-like neural network model that represents
the process of metaphor understanding with dynamic interaction, based on data obtained …