Selective impairment of adjective order constraints as overeager abstraction: An elaboration on Kemmerer et al. (2009)

Abstract Kemmerer, Tranel, and Zdanczyk (2009) reported patients who failed to discriminate between preferred and dispreferred orders of prenominal adjectives, yet were sensitive to the order of adjectives in relation to other parts of speech, and able to judge which of two adjectives was most similar to a cue adjective. The authors concluded that knowledge of the semantic constraints on prenominal adjective order can be impaired without an impairment of purely syntactic adjective order knowledge, or knowledge of semantic adjective classes. Using simulation studies, we demonstrate that the impairment of these patients can be characterized as overeager abstraction. Oversmoothing a similarity-based bigram language model with a similarity metric based on word co-occurrence distributions resulted in the same performance dissociation between tasks as reported for Kemmerer et al.'s selectively impaired patients. Additionally, the strength with which the patients preferred a specific adjective order for a given stimulus was predicted by the stimulus' robustness to overeager abstraction. Our results provide a general cognitive account based on the online creation of temporary summary representations that is supported by current neurocognitive views on verbal cognition. This account lends a more insightful explanation for impairments of linguistic knowledge than an explanation relying solely on linguistic abstractions.

[1]  R. Langacker Foundations of Cognitive Grammar: Volume I: Theoretical Prerequisites , 1987 .

[2]  Peter E. Hart,et al.  Nearest neighbor pattern classification , 1967, IEEE Trans. Inf. Theory.

[3]  Kenneth Ward Church,et al.  Word Association Norms, Mutual Information, and Lexicography , 1989, ACL.

[4]  Irene P. Kan,et al.  Verb generation in patients with focal frontal lesions: a neuropsychological test of neuroimaging findings. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[5]  William M. Waite,et al.  Semantic Analysis , 1976, International Conference on Compiler Construction.

[6]  Malathi Thothathiri,et al.  Selection for position: The role of left ventrolateral prefrontal cortex in sequencing language , 2010, Brain and Language.

[7]  Patrick F. Reidy An Introduction to Latent Semantic Analysis , 2009 .

[8]  Iconicity : essays on the nature of culture : Festschrift for Thomas A. Sebeok on his 65th birthday , 1986 .

[9]  Elizabeth K Warrington,et al.  Contrasting patterns of comprehension for superordinate, basic-level, and subordinate names in semantic dementia and aphasic stroke patients , 2008, Cognitive neuropsychology.

[10]  Joseph T. Devlin,et al.  Orienting attention to semantic categories , 2006, NeuroImage.

[11]  Douglas L. Hintzman,et al.  "Schema Abstraction" in a Multiple-Trace Memory Model , 1986 .

[12]  R. Shillcock,et al.  Eye Movements Reveal the On-Line Computation of Lexical Probabilities During Reading , 2003, Psychological science.

[13]  Ido Dagan,et al.  Similarity-Based Estimation of Word Cooccurrence Probabilities , 1994, ACL.

[14]  A. Goldberg Constructions at Work: The Nature of Generalization in Language , 2006 .

[15]  M. L. Lambon Ralph,et al.  Semantic impairment in stroke aphasia versus semantic dementia: a case-series comparison. , 2006, Brain : a journal of neurology.

[16]  David Badre,et al.  Analogical reasoning and prefrontal cortex: evidence for separable retrieval and integration mechanisms. , 2004, Cerebral cortex.

[17]  William Croft,et al.  Radical Construction Grammar: Syntactic Theory in Typological Perspective , 2001 .

[18]  Shelia M Kennison,et al.  Processing Prenominal Adjectives during Sentence Comprehension , 2010, Perceptual and motor skills.

[19]  Carl Bache,et al.  The order of premodifying adjectives in present-day English , 1978 .

[20]  Stefanie Wulff,et al.  A multifactorial corpus analysis of adjective order in English , 2003 .

[21]  James E. Martin Semantic Determinants of Preferred Adjective Order. , 1969 .

[22]  J. Pineda,et al.  The role of the left inferior frontal gyrus in social perception: An rTMS study , 2011, Brain Research.

[23]  C. Clifton,et al.  Syntactic prediction in language comprehension: evidence from either...or. , 2006, Journal of experimental psychology. Learning, memory, and cognition.

[24]  William W. Graves,et al.  Where is the semantic system? A critical review and meta-analysis of 120 functional neuroimaging studies. , 2009, Cerebral cortex.

[25]  Lawrence W. Barsalou,et al.  Abstraction as dynamic interpretation in perceptual symbol systems , 2005 .

[26]  J. L. Hodges,et al.  Discriminatory Analysis - Nonparametric Discrimination: Consistency Properties , 1989 .

[27]  Jan Svartvik,et al.  A __ comprehensive grammar of the English language , 1988 .

[28]  Curt Burgess,et al.  Producing high-dimensional semantic spaces from lexical co-occurrence , 1996 .

[29]  J. Haiman,et al.  Iconicity in Syntax , 1987 .

[30]  David L. Waltz,et al.  Toward memory-based reasoning , 1986, CACM.

[31]  Kara D. Federmeier Thinking ahead: the role and roots of prediction in language comprehension. , 2007, Psychophysiology.

[32]  T. Landauer,et al.  A Solution to Plato's Problem: The Latent Semantic Analysis Theory of Acquisition, Induction, and Representation of Knowledge. , 1997 .

[33]  Steven Salzberg,et al.  A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features , 2004, Machine Learning.

[34]  T. Jaeger,et al.  Categorical Data Analysis: Away from ANOVAs (transformation or not) and towards Logit Mixed Models. , 2008, Journal of memory and language.

[35]  Kurt Goldstein,et al.  Language and Language Disturbances: Aphasic Symptom Complexes and their Significance for Medicine and Theory of Language , 1948 .

[36]  R. Langacker Foundations of cognitive grammar , 1983 .

[37]  R. Baayen,et al.  Mixed-effects modeling with crossed random effects for subjects and items , 2008 .

[38]  N. Breslow,et al.  Approximate inference in generalized linear mixed models , 1993 .

[39]  R. Nosofsky Attention, similarity, and the identification-categorization relationship. , 1986, Journal of experimental psychology. General.

[40]  Walter Daelemans,et al.  Memory-Based Learning: Using Similarity for Smoothing , 1997, ACL.

[41]  Angela D. Friederici,et al.  On the preservation of word order in aphasia: Cross-linguistic evidence , 1988, Brain and Language.

[42]  Ido Dagan,et al.  Similarity-Based Models of Word Cooccurrence Probabilities , 1998, Machine Learning.

[43]  J. MacQueen Some methods for classification and analysis of multivariate observations , 1967 .

[44]  David Kemmerer,et al.  Selective impairment of knowledge underlying prenominal adjective order: evidence for the autonomy of grammatical semantics , 2000, Journal of Neurolinguistics.

[45]  Elizabeth Jefferies,et al.  Elucidating the Nature of Deregulated Semantic Cognition in Semantic Aphasia: Evidence for the Roles of Prefrontal and Temporo-parietal Cortices , 2010, Journal of Cognitive Neuroscience.

[46]  R. Poldrack,et al.  Recovering Meaning Left Prefrontal Cortex Guides Controlled Semantic Retrieval , 2001, Neuron.

[47]  M. Farah,et al.  Role of left inferior prefrontal cortex in retrieval of semantic knowledge: a reevaluation. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[48]  R. Dixon Where Have all the Adjectives Gone , 1977 .

[49]  Walter Daelemans,et al.  TiMBL: Tilburg Memory-Based Learner, version 2.0, Reference guide , 1998 .

[50]  G. Altmann,et al.  The time-course of prediction in incremental sentence processing: Evidence from anticipatory eye-movements , 2003 .

[51]  Jia-Hong Gao,et al.  Is left inferior frontal gyrus a general mechanism for selection? , 2004, NeuroImage.

[52]  Jared M. Novick,et al.  Broca's Area and Language Processing: Evidence for the Cognitive Control Connection , 2010, Lang. Linguistics Compass.

[53]  Emily B. Myers,et al.  The role of the left inferior frontal gyrus in implicit semantic competition and selection: An event-related fMRI study , 2008, Brain Research.

[54]  Walter Daelemans,et al.  Memory-Based Language Processing , 2009, Studies in natural language processing.

[55]  Elizabeth Jefferies,et al.  Deregulated Semantic Cognition Follows Prefrontal and Temporo-parietal Damage: Evidence from the Impact of Task Constraint on Nonverbal Object Use , 2011, Journal of Cognitive Neuroscience.

[56]  Daniel Tranel,et al.  Knowledge of the semantic constraints on adjective order can be selectively impaired , 2009, Journal of Neurolinguistics.

[57]  Zellig S. Harris,et al.  Distributional Structure , 1954 .