A Nowledge Representation Approach to Understanding Metaphors

This study represents an exploration of the phenomenon of non-literal language ("metaphors") and an approach that lends itself to computational modeling. Ortony's theories of the way in which salience and asymmetry function in human metaphor processing are explored and expanded on the basis of numerous examples. A number of factors appear to be interacting in the metaphor comprehension process. In addition to salience and asymmetry, of major importance are incongruity, hyperbolicity, inexpressibility, prototypicality, and probable value range. Central to the model is a knowledge representation system incorporating these factors and allowing for the manner in which they interact. A version of KL-ONE (with small revisions) is used for this purpose.

[1]  Richard C. Anderson,et al.  Schooling and the Acquisition of Knowledge , 1978 .

[2]  G. Lakoff,et al.  Metaphors We Live by , 1982 .

[3]  Ronald J. Brachman,et al.  A Structural Paradigm for Representing Knowledge. , 1978 .

[4]  David D. McDonald,et al.  Salience: the Key to the Selection Problem in Natural Language Generation , 1982, ACL.

[5]  E. Rosch ON THE INTERNAL STRUCTURE OF PERCEPTUAL AND SEMANTIC CATEGORIES1 , 1973 .

[6]  Barbara J. Grosz,et al.  The representation and use of focus in dialogue understanding. , 1977 .

[7]  Barbara J. Grosz,et al.  Focusing and Description in Natural Language Dialogues , 1979 .

[8]  Dedre Gentner,et al.  Are Scientific Analogies Metaphors , 1981 .

[9]  Nicholas V. Findler,et al.  Associative Networks- Representation and Use of Knowledge by Computers , 1980, CL.

[10]  A. Tversky Features of Similarity , 1977 .

[11]  Richard C. Anderson,et al.  On putting apples into bottles — A problem of polysemy , 1975, Cognitive Psychology.

[12]  Judith A. Arter,et al.  Metaphor: Theoretical and empirical research , 1978 .

[13]  Andrew Ortony,et al.  Interpreting Metaphors and Idioms: Some Effects of Context on Comprehension. Technical Report No. 93. , 1978 .

[14]  Felicity Haynes Metaphor as Interactive , 1975 .

[15]  William A Woods Theoretical Studies in Natural Language Understanding. , 1980 .

[16]  Charles James Nice Bailey,et al.  New ways of analyzing variation in English , 1973 .

[17]  F. Moore Cognitive development and the acquisition of language , 1973 .

[18]  A. Ortony Why Metaphors Are Necessary and Not Just Nice , 1975 .

[19]  A. Ortony Beyond Literal Similarity , 1979 .

[20]  Ronald J. Brachman,et al.  ON THE EPISTEMOLOGICAL STATUS OF SEMANTIC NETWORKS , 1979 .

[21]  Jaime G. Carbonell,et al.  Metaphor : an inescapable phenomenon in natural language comprehension , 1981 .

[22]  Jaime G. Carbonell,et al.  Metapher - A Key to Extensible Semantic Analysis , 1980, ACL.

[23]  E. Rosch,et al.  Family resemblances: Studies in the internal structure of categories , 1975, Cognitive Psychology.