Abstract
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 “target (A) like vehicle (B)”. A computational system consisting of a metaphor generation process and a metaphor evaluation process is developed. In the metaphor generation process, a metaphor generation model [1] outputs candidate nouns for vehicles from input expressions. In the metaphor evaluation process, the candidate nouns are evaluated based on the similarities between the meanings of metaphors including the candidate nouns and the meaning of the input expression.
This research is supported by MEXT’s program “Promotion of Environmental Improvement for Independence of Young Researchers” under the Special Coordination Funds for Promoting Science and Technology and Grant-in-Aid for Scientific Research (B) (19330156).
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References
Terai, A., Nakagawa, M.: A Computational Model of Metaphor Generation with Dynamic Interaction. In: Alippi, C., Polycarpou, M.M., Panayiotou, C., Ellinas, G. (eds.) ICANN 2009. LNCS, vol. 5768, pp. 779–788. Springer, Heidelberg (2009)
Kitada, J., Hagiwara, M.: Figurative Composition Support System Using Electronic Dictionaries. Transactions of Information Processing Society of Japan 42(5), 1232–1241 (2001)
Abe, K., Sakamoto, K., Nakagawa, M.: A Computational Model of Metaphor Generation Process. In: Proc. of the 28th Annual Meeting of the Cognitive Science Society, pp. 937–942 (2006)
Sako, T., Nakamura, J., Yoshida, S.: Generation of Metaphorical Expressions using Surface Similarity and Emotional Evaluation between word concepts. IEICE technical report. Natural language understanding and models of communication 37(131), 17–24 (1993)
Kameya, Y., Sato, T.: Computation of probabilistic relationship between concepts and their attributes using a statistical analysis of Japanese corpora. In: Proc. of Symposium on Large-scale Knowledge Resources: LKR 2005, pp. 65–68 (2005)
Kintsch, W.: Metaphor comprehension: A computational theory. Psychonomic Bulletin & Review 7(2), 257–266 (2000)
Glucksberg, S., Keysar, B.: Understanding Metaphorica Comparisons: Beyond Similarity. Psychological Review 97(1), 3–18 (1990)
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Terai, A., Nakagawa, M. (2010). A Computational System of Metaphor Generation with Evaluation Mechanism. In: Diamantaras, K., Duch, W., Iliadis, L.S. (eds) Artificial Neural Networks – ICANN 2010. ICANN 2010. Lecture Notes in Computer Science, vol 6353. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15822-3_18
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DOI: https://doi.org/10.1007/978-3-642-15822-3_18
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