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  1. Topics in semantic representation.Thomas L. Griffiths, Mark Steyvers & Joshua B. Tenenbaum - 2007 - Psychological Review 114 (2):211-244.
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  • Processing implicit and explicit representations.Douglas L. Nelson, Thomas A. Schreiber & Cathy L. McEvoy - 1992 - Psychological Review 99 (2):322-348.
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  • On the nature and scope of featural representations of word meaning.Ken McRae, Virginia R. de Sa & Mark S. Seidenberg - 1997 - Journal of Experimental Psychology 126 (2):99-130.
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  • The Large‐Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth.Mark Steyvers & Joshua B. Tenenbaum - 2005 - Cognitive Science 29 (1):41-78.
    We present statistical analyses of the large‐scale structure of 3 types of semantic networks: word associations, WordNet, and Roget's Thesaurus. We show that they have a small‐world structure, characterized by sparse connectivity, short average path lengths between words, and strong local clustering. In addition, the distributions of the number of connections follow power laws that indicate a scale‐free pattern of connectivity, with most nodes having relatively few connections joined together through a small number of hubs with many connections. These regularities (...)
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  • Review of V erbal Behavior. [REVIEW]Noam Chomsky - 1959 - Language 35 (1):26--58.
    I had intended this review not specifically as a criticism of Skinner's speculations regarding language, but rather as a more general critique of behaviorist (I would now prefer to say "empiricist") speculation as to the nature of higher mental processes. My reason for discussing Skinner's book in such detail was that it was the most careful and thoroughgoing presentation of such speculations, an evaluation that I feel is still accurate. Therefore, if the conclusions I attempted to substantiate in the review (...)
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  • Verbal behavior.Noam Chomsky & B. F. Skinner - 1959 - Language 35 (1):26.
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  • A solution to Plato's problem: The latent semantic analysis theory of acquisition, induction, and representation of knowledge.Thomas K. Landauer & Susan T. Dumais - 1997 - Psychological Review 104 (2):211-240.
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  • Facilitation in recognizing pairs of words: Evidence of a dependence between retrieval operations.David E. Meyer & Roger W. Schvaneveldt - 1971 - Journal of Experimental Psychology 90 (2):227.
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  • Perceptual Inference Through Global Lexical Similarity.Brendan T. Johns & Michael N. Jones - 2012 - Topics in Cognitive Science 4 (1):103-120.
    The literature contains a disconnect between accounts of how humans learn lexical semantic representations for words. Theories generally propose that lexical semantics are learned either through perceptual experience or through exposure to regularities in language. We propose here a model to integrate these two information sources. Specifically, the model uses the global structure of memory to exploit the redundancy between language and perception in order to generate inferred perceptual representations for words with which the model has no perceptual experience. We (...)
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  • Redundancy in Perceptual and Linguistic Experience: Comparing Feature-Based and Distributional Models of Semantic Representation.Brian Riordan & Michael N. Jones - 2011 - Topics in Cognitive Science 3 (2):303-345.
    Abstract Since their inception, distributional models of semantics have been criticized as inadequate cognitive theories of human semantic learning and representation. A principal challenge is that the representations derived by distributional models are purely symbolic and are not grounded in perception and action; this challenge has led many to favor feature-based models of semantic representation. We argue that the amount of perceptual and other semantic information that can be learned from purely distributional statistics has been underappreciated. We compare the representations (...)
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  • Semantic priming: perspectives from memory and word recognition.Timothy P. McNamara - 2005 - New York: Psychology Press.
    Semantic priming has been a focus of research in the cognitive sciences for more than 30 years and is commonly used as a tool for investigating other aspects of perception and cognition, such as word recognition, language comprehension, and knowledge representations. Semantic Priming: Perspectives from Memory and Word Recognition examines empirical and theoretical advancements in the understanding of semantic priming, providing a succinct, in-depth review of this important phenomenon, framed in terms of models of memory and models of word recognition. (...)
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  • Language and thought: Aspects of a cognitive theory of semantics.David R. Olson - 1970 - Psychological Review 77 (4):257-273.
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  • Comparing Methods for Single Paragraph Similarity Analysis.Benjamin Stone, Simon Dennis & Peter J. Kwantes - 2011 - Topics in Cognitive Science 3 (1):92-122.
    The focus of this paper is two-fold. First, similarities generated from six semantic models were compared to human ratings of paragraph similarity on two datasets—23 World Entertainment News Network paragraphs and 50 ABC newswire paragraphs. Contrary to findings on smaller textual units such as word associations (Griffiths, Tenenbaum, & Steyvers, 2007), our results suggest that when single paragraphs are compared, simple nonreductive models (word overlap and vector space) can provide better similarity estimates than more complex models (LSA, Topic Model, SpNMF, (...)
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  • Structure and process in semantic memory: A featural model for semantic decisions.Edward E. Smith, Edward J. Shoben & Lance J. Rips - 1974 - Psychological Review 81 (3):214-241.
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  • (1 other version)Categorical structure among shared features in networks of early-learned nouns.Thomas T. Hills, Mounir Maouene, Josita Maouene, Adam Sheya & Linda Smith - 2009 - Cognition 112 (3):381-396.
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  • (1 other version)Alternative conceptions of semantic theory.Arnold L. Glass & Keith J. Holyoak - 1974 - Cognition 3 (4):313-339.
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  • (1 other version)Categorical Structure among Shared Features in Networks of Early-learned Nouns.Linda Smith Thomas T. Hills, Mounir Maouene, Josita Maouene, Adam Sheya - 2009 - Cognition 112 (3):381.
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  • (1 other version)Alternate conceptions of semantic memory.Arnold L. Glass & Keith J. Holyoak - 1974 - Cognition 3 (4):313-339.
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  • Symbol Interdependency in Symbolic and Embodied Cognition.Max M. Louwerse - 2011 - Topics in Cognitive Science 3 (2):273-302.
    Whether computational algorithms such as latent semantic analysis (LSA) can both extract meaning from language and advance theories of human cognition has become a topic of debate in cognitive science, whereby accounts of symbolic cognition and embodied cognition are often contrasted. Albeit for different reasons, in both accounts the importance of statistical regularities in linguistic surface structure tends to be underestimated. The current article gives an overview of the symbolic and embodied cognition accounts and shows how meaning induction attributed to (...)
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  • Integrating experiential and distributional data to learn semantic representations.Mark Andrews, Gabriella Vigliocco & David Vinson - 2009 - Psychological Review 116 (3):463-498.
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  • Representing word meaning and order information in a composite holographic lexicon.Michael N. Jones & Douglas J. K. Mewhort - 2007 - Psychological Review 114 (1):1-37.
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  • Mapping the Structure of Semantic Memory.Ana Sofia Morais, Henrik Olsson & Lael J. Schooler - 2013 - Cognitive Science 37 (1):125-145.
    Aggregating snippets from the semantic memories of many individuals may not yield a good map of an individual’s semantic memory. The authors analyze the structure of semantic networks that they sampled from individuals through a new snowball sampling paradigm during approximately 6 weeks of 1-hr daily sessions. The semantic networks of individuals have a small-world structure with short distances between words and high clustering. The distribution of links follows a power law truncated by an exponential cutoff, meaning that most words (...)
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  • Get rich quick: The signal to respond procedure reveals the time course of semantic richness effects during visual word recognition.Ian S. Hargreaves & Penny M. Pexman - 2014 - Cognition 131 (2):216-242.
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  • Interpreting the influence of implicitly activated memories on recall and recognition.Douglas L. Nelson, Vanesa M. McKinney, Nancy R. Gee & Gerson A. Janczura - 1998 - Psychological Review 105 (2):299-324.
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  • Pavlovian conditioning: It’s not what you think it is.Robert Rescorla - 1988 - American Psychologist 43 (3):151.
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