Relational Categories are More Mutable than Entity Categories

Across three experiments, we explore differences between relational categories—whose members share common relational patterns—and entity categories, whose members share common intrinsic properties. Specifically, we test the claim that relational concepts are more semantically mutable in context, and therefore less stable in memory, than entity concepts. We compared memory for entity nouns and relational nouns, tested either in the same context as at encoding or in a different context. We found that (a) participants show better recognition accuracy for entity nouns than for relational nouns, and (b) recognition of relational nouns is more impaired by a change in context than is recognition of entity nouns. We replicated these findings even when controlling for factors highly correlated with relationality, such as abstractness–concreteness. This suggests that the contextual mutability of relational concepts is due to the core semantic property of conveying relational structure and not simply to accompanying characteristics such as abstractness. We note parallels with the distinction between nouns and verbs and suggest implications for lexical and conceptual structure. Finally, we relate these patterns to proposals that a deep distinction exists between words with an essentially referential function and those with a predicate function.

[1]  J. Hampton Inheritance of attributes in natural concept conjunctions , 1987, Memory & cognition.

[2]  Ronald W. Langacker,et al.  Nouns and Verbs , 1987 .

[3]  E. Wisniewski When concepts combine , 1997, Psychonomic bulletin & review.

[4]  Marlone D. Henderson,et al.  There Are Many Ways to See the Forest for the Trees , 2013, Perspectives on psychological science : a journal of the Association for Psychological Science.

[5]  D. Gentner,et al.  Where Hypotheses Come From: Learning New Relations by Structural Alignment , 2010 .

[6]  Remko Scha,et al.  The Interpretation of Relational Nouns , 1988, ACL.

[7]  Florencia K. Anggoro,et al.  Structure mapping and relational language support children's learning of relational categories. , 2011, Child development.

[8]  D. Gentner The development of relational category knowledge , 2005 .

[9]  Arthur B. Markman,et al.  What is typical about the typicality effect in category-based induction? , 2010, Memory & cognition.

[10]  D. Gentner,et al.  Language acquisition and conceptual development: Individuation, relativity, and early word learning , 2001 .

[11]  How mothers teach basic-level and situation-restricted count nouns. , 1994 .

[12]  Gregory L. Murphy,et al.  Noun phrase interpretation and conceptual combination , 1990 .

[13]  D. Gentner,et al.  Comparison promotes learning and transfer of relational categories. , 2013, Journal of experimental psychology. Learning, memory, and cognition.

[14]  Anja Jamrozik,et al.  Metaphor: Bridging embodiment to abstraction , 2016, Psychonomic Bulletin & Review.

[15]  L. K. Tyler,et al.  Conceptual Structure and the Structure of Concepts: A Distributed Account of Category-Specific Deficits , 2000, Brain and Language.

[16]  Benjamin Cohen,et al.  Models of Concepts , 1984, Cogn. Sci..

[17]  S. Cappa,et al.  Nouns and verbs in the brain: A review of behavioural, electrophysiological, neuropsychological and imaging studies , 2011, Neuroscience & Biobehavioral Reviews.

[18]  Brian Ross,et al.  Comparisons in Category Learning: How Best to Compare For What , 2011, CogSci.

[19]  E. Wisniewski Similarity, alignment, and conceptual combination: Comment on Estes and Glucksberg , 2000, Memory & cognition.

[20]  Dedre Gentner,et al.  Bootstrapping the Mind: Analogical Processes and Symbol Systems , 2010, Cogn. Sci..

[21]  G. Vigliocco,et al.  A semantic analysis of grammatical class impairments: semantic representations of object nouns, action nouns and action verbs , 2002, Journal of Neurolinguistics.

[22]  Micah B. Goldwater,et al.  Learning of role-governed and thematic categories. , 2016, Acta psychologica.

[23]  Derek C. Penn,et al.  Darwin's mistake: Explaining the discontinuity between human and nonhuman minds , 2008, Behavioral and Brain Sciences.

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

[25]  A. Markman,et al.  Categorization inside and outside the laboratory : essays in honor of Douglas L. Medin , 2005 .

[26]  Ken McRae,et al.  Category - Specific semantic deficits , 2008 .

[27]  Arthur C. Graesser,et al.  Differences in interconcept organization between nouns and verbs , 1987 .

[28]  Lorraine K. Tyler,et al.  Weighing up the facts of category-specific semantic deficits , 2003, Trends in Cognitive Sciences.

[29]  Eyal Sagi,et al.  Relational words have high metaphoric potential , 2013 .

[30]  Arthur B. Markman,et al.  Role-governed categories , 2001, J. Exp. Theor. Artif. Intell..

[31]  L. Tyler,et al.  Conceptual Structure , 2006 .

[32]  D. Medin,et al.  The role of theories in conceptual coherence. , 1985, Psychological review.

[33]  N A Macmillan,et al.  Detection theory analysis of group data: estimating sensitivity from average hit and false-alarm rates. , 1985, Psychological bulletin.

[34]  D. Gentner,et al.  Language in Mind: Advances in the Study of Language and Thought , 2003 .

[35]  B. Love,et al.  Beyond common features: The role of roles in determining similarity , 2007, Cognitive Psychology.

[36]  Ronald W. Langacker,et al.  Cognitive Grammar: A Basic Introduction , 2008 .

[37]  W. Nelson Francis,et al.  FREQUENCY ANALYSIS OF ENGLISH USAGE: LEXICON AND GRAMMAR , 1983 .

[38]  D. Medin,et al.  Categorization and Reasoning among Tree Experts: Do All Roads Lead to Rome? , 1997, Cognitive Psychology.

[39]  D. Gentner,et al.  Early acquisition of nouns and verbs evidence from Navajo , 2008 .

[40]  Brian F. Bowdle,et al.  The career of metaphor. , 2005, Psychological review.

[41]  Dedre Gentner,et al.  Why we’re so smart , 2003 .

[42]  B. Ross,et al.  Abstract coherent categories. , 2001, Journal of experimental psychology. Learning, memory, and cognition.

[43]  E. Wisniewski Construal and Similarity in Conceptual Combination , 1996 .

[44]  R. Burchfield Frequency Analysis of English Usage: Lexicon and Grammar. By W. Nelson Francis and Henry Kučera with the assistance of Andrew W. Mackie. Boston: Houghton Mifflin. 1982. x + 561 , 1985 .

[45]  David R. Dowty,et al.  Non-verbal thematic proto-roles. , 1993 .

[46]  Dedre Gentner,et al.  Metaphoric extension, relational categories, and abstraction , 2019 .

[47]  D. Hall How mothers teach basic-level and situation-restricted count nouns , 1994, Journal of Child Language.

[48]  A. Chatterjee Disembodying cognition , 2010, Language and Cognition.

[49]  D. Medin,et al.  Context and structure in conceptual combination , 1988, Cognitive Psychology.

[50]  D. Gentner Verb semantic structures in memory for sentences: Evidence for componential representation , 1979, Cognitive Psychology.

[51]  Dedre Gentner,et al.  Why Nouns Are Learned before Verbs: Linguistic Relativity Versus Natural Partitioning. Technical Report No. 257. , 1982 .

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

[53]  Peter E. Morris,et al.  IMAGERY AND RECOGNITION , 1974 .

[54]  V. Sloutsky,et al.  What's behind different kinds of kinds: effects of statistical density on learning and representation of categories. , 2008, Journal of experimental psychology. General.

[55]  Dedre Gentner,et al.  Some interesting differences between nouns and verbs , 1981 .

[56]  Gregory L. Murphy,et al.  Comprehending Complex Concepts , 1988, Cogn. Sci..

[57]  Mark T. Keane,et al.  Efficient creativity: Constraint-guided conceptual combination. , 2000 .

[58]  Richard B. Dasher,et al.  Regularity in Semantic Change , 2002 .

[59]  A. Gorman Recognition memory for nouns as a function of abstractness and frequency. , 1961, Journal of experimental psychology.

[60]  Dedre Gentner,et al.  Why do metaphors seem deeper than similes? , 2019, Proceedings of the Twenty-Fourth Annual Conference of the Cognitive Science Society.

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

[62]  M. Bornstein,et al.  Cross-linguistic analysis of vocabulary in young children: spanish, dutch, French, hebrew, italian, korean, and american english. , 2004, Child development.

[63]  Brian H. Ross,et al.  Food for Thought: Cross-Classification and Category Organization in a Complex Real-World Domain , 1999, Cognitive Psychology.

[64]  F. Keil,et al.  A Characteristic-to-Defining Shift in the Development of Word Meaning. , 1984 .

[65]  Richard J. Gerrig,et al.  Contextual influences on the comprehension of complex concepts , 1992 .

[66]  Alan W. Kersten,et al.  Semantic context influences memory for verbs more than memory for nouns , 2004, Memory & cognition.

[67]  Max Coltheart,et al.  The MRC Psycholinguistic Database , 1981 .

[68]  B. Heine,et al.  Grammaticalization: A Conceptual Framework , 1991 .

[69]  A. Chatterjee The neural organization of spatial thought and language. , 2008, Seminars in speech and language.

[70]  Marc Brys,et al.  Moving beyond Kučera and Francis: A critical evaluation of current word frequency norms and the introduction of a new and improved word frequency measure for American English , 2009 .

[71]  D. Gentner,et al.  Comparison and Categorization in the Development of Relational Similarity , 1996 .

[72]  Jennifer A. Asmuth,et al.  Context Sensitivity of Relational Nouns , 2005 .

[73]  Eve V. Clark,et al.  WHAT'S IN A WORD? ON THE CHILD'S ACQUISITION OF SEMANTICS IN HIS FIRST LANGUAGE , 1973 .

[74]  Micah B. Goldwater,et al.  Categorizing entities by common role , 2011, Psychonomic bulletin & review.

[75]  L. Barsalou,et al.  Ad hoc categories , 1983, Memory & cognition.

[76]  Alan W. Kersten,et al.  A DIVISION OF LABOR BETWEEN NOUNS AND VERBS IN THE REPRESENTATION OF MOTION , 1998 .

[77]  R. Barr,et al.  Category representations and their implications for category structure , 1987, Memory & cognition.

[78]  E. Wisniewski,et al.  Property instantiation in conceptual combination , 1998, Memory & cognition.

[79]  A. Kersten,et al.  Adult Age Differences in Memory for Verbs and Nouns , 2000 .

[80]  Paula Cifuentes Férez,et al.  The Object-Relation Continuum in Language , 2007 .

[81]  Neil A. Macmillan,et al.  Detection Theory: A User's Guide , 1991 .

[82]  D. Gentner,et al.  Chapter 10 On the Combinatorial Semantics of Noun Pairs: Minor and Major Adjustments to Meaning , 1991 .

[83]  J. Turner,et al.  Influences of age, performance, and item relatedness on verbatim and gist recall of verb-noun pairs. , 1999, The Journal of general psychology.

[84]  Elisabeth Rieken Radical construction grammar: Syntactic theory in typological perspective , 2009 .

[85]  Helge Svare THE RELATIONAL CATEGORIES , 2006 .

[86]  Dedre Gentner,et al.  Structure-Mapping in Metaphor Comprehension , 2011, Cogn. Sci..

[87]  Micah B. Goldwater,et al.  The empirical case for role-governed categories , 2011, Cognition.

[88]  Dedre Gentner,et al.  Language Helps Children Succeed on a Classic Analogy Task , 2014, Cogn. Sci..

[89]  L. Rips Similarity, typicality, and categorization , 1989 .

[90]  Sandra R. Waxman,et al.  Assumptions about Word Meaning: Individuation and Basic‐Level Kinds , 1993 .

[91]  D. Gentner,et al.  Language and the career of similarity. , 1991 .

[92]  Elizabeth Bates,et al.  A cross-linguistic study of early lexical development , 1995 .

[93]  Janellen Huttenlocher,et al.  The semantic organization of some simple nouns and verbs , 1979 .

[94]  D. Medin,et al.  Are there kinds of concepts? , 2000, Annual review of psychology.

[95]  Leonard Talmy,et al.  How Language Structures Space , 1983 .

[96]  Charles J. Fillmore,et al.  Verbs of judging: An exercise in semantic description , 1969 .