Metaphor Comprehension: A Connectionist Approach to Implications for the Mental Lexicon

The growing body of research on metaphor interpretation demonstrates a need for a psycholinguistic model of word meaning that is both more detailed and more flexible than those heretofore described in the psycholinguistic or cognitive science literature. Recent work in connectionist models for representing information suggests such a lexical model, a biologically more plausible one, which accommodates within the same framework both literal and figurative language and yields the appropriate contextual and rhetorical effects. Within the model, massive arrays of low-level representations interact to interpret a given expression within a given context.

[1]  Ray Jackendoff Semantics and Cognition , 1983 .

[2]  Thomas G. Bever,et al.  Processing of metaphoric language: An investigation of the three-stage model of metaphor comprehension , 1985 .

[3]  J. Fodor,et al.  The structure of a semantic theory , 1963 .

[4]  R. B. Allen,et al.  Identifying and discriminating temporal events with connectionist language users , 1989 .

[5]  Andrew Ortony,et al.  The role of similarity in similes and metaphors , 1993 .

[6]  Roger C. Schank,et al.  SCRIPTS, PLANS, GOALS, AND UNDERSTANDING , 1988 .

[7]  Michael G. Dyer,et al.  Comprehension and Acquisition of Figurative Expressions With Phrasal/Lexical Memory , 1989 .

[8]  James L. McClelland,et al.  Mechanisms of Sentence Processing: Assigning Roles to Constituents of Sentences , 1986 .

[9]  Lenhart K. Schubert,et al.  THE STRUCTURE AND ORGANIZATION OF A SEMANTIC NET FOR COMPREHENSION AND INFERENCE , 1979 .

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

[11]  Andy Clark,et al.  Microcognition: Philosophy, Cognitive Science, and Parallel Distributed Processing , 1989 .

[12]  M. Black Models and metaphors , 1962 .

[13]  Yorick Wilks,et al.  Making Preferences More Active , 1978, Artif. Intell..

[14]  Ulrich H. Frauenfelder,et al.  The process of spoken word recognition: An introduction , 1987, Cognition.

[15]  R. Miikkulainen,et al.  A modular neural network architecture for sequential paraphrasing of script-based stories , 1989, International 1989 Joint Conference on Neural Networks.

[16]  Wayne D. Gray,et al.  Basic objects in natural categories , 1976, Cognitive Psychology.

[17]  Marvin Minsky,et al.  A framework for representing knowledge" in the psychology of computer vision , 1975 .

[18]  Jerome A. Feldman,et al.  Connectionist Models and Their Properties , 1982, Cogn. Sci..

[19]  Raymond W. Gibbs,et al.  How Context Makes Metaphor Comprehension Seem 'Special' , 1989 .

[20]  E. Rosch,et al.  Categorization of Natural Objects , 1981 .

[21]  James L. McClelland Explorations In Parallel Distributed Processing , 1988 .

[22]  R. Sternberg,et al.  Understanding and appreciating metaphors , 1982, Cognition.

[23]  John H. Holland,et al.  Induction: Processes of Inference, Learning, and Discovery , 1987, IEEE Expert.

[24]  B. Keysar On the functional equivalence of literal and metaphorical interpretations in discourse. , 1989 .

[25]  E. Judith Weiner,et al.  A Nowledge Representation Approach to Understanding Metaphors , 1984, Comput. Linguistics.

[26]  Eugene Charniak,et al.  Passing Markers: A Theory of Contextual Influence in Language Comprehension* , 1983 .

[27]  Scott E. Fahlman,et al.  NETL: A System for Representing and Using Real-World Knowledge , 1979, CL.

[28]  P. Gildea,et al.  On understanding nonliteral speech: Can people ignore metaphors? , 1982 .

[29]  R. Verbrugge,et al.  Metaphoric comprehension: Studies in reminding and resembling , 1977, Cognitive Psychology.

[30]  R. GibbsJr. Literal meaning and psychological theory , 1984 .

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

[32]  Gerald DeJong,et al.  Understanding Novel Language. , 1983 .

[33]  Willard Van Orman Quine,et al.  Word and Object , 1960 .

[34]  P. Smolensky On the proper treatment of connectionism , 1988, Behavioral and Brain Sciences.

[35]  R. Gibbs,et al.  Comprehending figurative referential descriptions. , 1990, Journal of experimental psychology. Learning, memory, and cognition.

[36]  Daniel G. Bobrow,et al.  SOME PRINCIPLES OF MEMORY SCHEMATA , 1975 .

[37]  B. Tversky,et al.  Categories of environmental scenes , 1983, Cognitive Psychology.

[38]  J. L. Myers,et al.  The role of context in metaphor comprehension , 1987 .

[39]  Sam Glucksberg,et al.  Metaphors in Conversation: How Are They Understood? Why Are They Used? , 1989 .

[40]  Richard J. Vondruska,et al.  Salience, similes, and the asymmetry of similarity , 1985 .

[41]  S. Kemper,et al.  What could reaction-time studies be telling us about metaphor comprehension? , 1987 .

[42]  P. Johnson-Laird The computer and the mind: an introduction to cognitive science , 1988 .

[43]  J. Hobbs Metaphor Interpretation as Selective Inferencing: Cognitive Processes in Understanding Metaphor (Part 1) , 1983 .

[44]  Mary K. Camac,et al.  Metaphors do not use associations between concepts, they are used to create them , 1984 .

[45]  Teun A. van Dijk,et al.  Formal semantics of metaphorical discourse , 1975 .

[46]  R. Gerrig Empirical Constraints on Computational Theories of Metaphor: Comments on Indurkhya , 1989, Cogn. Sci..

[47]  Jordan B. Pollack,et al.  Massively Parallel Parsing: A Strongly Interactive Model of Natural Language Interpretation , 1988, Cogn. Sci..

[48]  G. Lakoff,et al.  Metaphors We Live By , 1980 .

[49]  S. D. Lima,et al.  Contextual effects on metaphor comprehension in reading , 1984, Memory & cognition.

[50]  W. Freeman Second Commentary: On the proper treatment of connectionism by Paul Smolensky (1988) - Neuromachismo Rekindled , 1989 .

[51]  Sylvia Weber Russell Information and Experience in Metaphor: A Perspective From Computer Analysis , 1986 .

[52]  Yorick Wilks,et al.  Preference Semantics, III-Formedness, and Metaphor , 1983, Am. J. Comput. Linguistics.

[53]  E. Rosch Cognitive Representations of Semantic Categories. , 1975 .

[54]  P. Gildea,et al.  On understanding metaphor: the role of context , 1983 .

[55]  F. Guenthner On the semantics of metaphor , 1975 .

[56]  D. Gentner,et al.  SOME INTERESTING DIFFERENCES BETWEEN VERBS AND NOUNS , 1981 .

[57]  A. Healy,et al.  Dual processes in metaphor understanding: Comprehension and appreciation. , 1983 .

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

[59]  D. Gentner Structure‐Mapping: A Theoretical Framework for Analogy* , 1983 .

[60]  Geoffrey E. Hinton,et al.  Learning distributed representations of concepts. , 1989 .

[61]  Eleanor Rosch,et al.  Principles of Categorization , 1978 .

[62]  Michael K. Smith,et al.  Need metaphoric comprehension take longer than literal comprehension? , 1984 .

[63]  D. Davidson What Metaphors Mean , 1978, Critical Inquiry.

[64]  Dedre Gentner,et al.  The Verb Mutability Effect: Studies of the Combinatorial Semantics of Nouns and Verbs , 1990 .

[65]  H. Grice Logic and conversation , 1975 .

[66]  P. Johnson-Laird Mental models , 1989 .

[67]  Robert M. Martin The Meaning Of Language , 1987 .