The effects of feature-label-order and their implications for symbolic learning

Symbols enable people to organize and communicate about the world. However, the ways in which symbolic knowledge is learned and then represented in the mind are poorly understood. We present a formal analysis of symbolic learning-in particular, word learning-in terms of prediction and cue competition, and we consider two possible ways in which symbols might be learned: by learning to predict a label from the features of objects and events in the world, and by learning to predict features from a label. This analysis predicts significant differences in symbolic learning depending on the sequencing of objects and labels. We report a computational simulation and two human experiments that confirm these differences, revealing the existence of Feature-Label-Ordering effects in learning. Discrimination learning is facilitated when objects predict labels, but not when labels predict objects. Our results and analysis suggest that the semantic categories people use to understand and communicate about the world can only be learned if labels are predicted from objects. We discuss the implications of this for our understanding of the nature of language and symbolic thought, and in particular, for theories of reference.     

Category representations and their implications for category structure

In a series of experiments and reanalyses of previous research, we tested the hypothesis that categories that are primarily represented by extrinsic features (i.e., those that are relations between two or more entities) would yield more graded structures than would categories primarily represented by intrinsic features (i.e., those features true of an item considered in isolation). These predictions were confirmed. Extrinsically represented categories showed (1) less agreement across subjects on membership judgments, (2) more graded membership in a membership judgment task, and (3) smaller differences between gradients of typicality and of membership judgments     

Inconsistency in natural languages

An argument for Trivialism, the view that natural languages are logically inconsistent, is provided that does not rely on contentious empirical assumptions about natural language terms such as “and” or “or.” Further, the view is defended against an important objection recently mounted against it by Thomas Hofweber.     

Homophonic forms of regularly inflected verbs have their own orthographic representations: a developmental perspective on spelling errors

In previous research (Sandra, Frisson, & Daems, 1999) we demonstrated that experienced writers of Dutch (18-year-olds) make spelling errors on regularly inflected homophonic verb forms. Intrusion errors, i.e., spelling of the homophonic alternative, occurred more often when the low-frequency homophone had to be written. In the present article we report error data for three groups of less experienced spellers, who have not yet fully mastered the rules for verb suffix spelling: 12-year-olds, 13-year-olds, and 14-year-olds. Younger spellers obviously make many more errors than experienced ones. Whereas this is in part due to inadequate rule mastery/application, their error patterns are also clearly influenced by the frequency relationship between the homophonic forms, i.e., the same factor accounting for the errors of experienced spellers. The conclusion of our present and past research is that homophonic forms of regularly inflected verbs have their own orthographic representations in the mental lexicon and that these representations cause interference in writing (spelling errors), whereas they might cause facilitation in reading (a claim made by dual-route models of reading).     

Children’s mapping between symbolic and nonsymbolic representations of number

When children learn to count and acquire a symbolic system for representing numbers, they map these symbols onto a preexisting system involving approximate nonsymbolic representations of quantity. Little is known about this mapping process, how it develops, and its role in the performance of formal mathematics. Using a novel task to assess children’s mapping ability, we show that children can map in both directions between symbolic and nonsymbolic numerical representations and that this ability develops between 6 and 8 years of age. Moreover, we reveal that children’s mapping ability is related to their achievement on tests of school mathematics over and above the variance accounted for by standard symbolic and nonsymbolic numerical tasks. These findings support the proposal that underlying nonsymbolic representations play a role in children’s mathematical development.     

Priming vs. rhyming: orthographic and phonological representations in the left and right hemispheres

The right cerebral hemisphere has long been argued to lack phonological processing capacity. Recently, however, a sex difference in the cortical representation of phonology has been proposed, suggesting discrete left hemisphere lateralization in males and more distributed, bilateral representation of function in females. To evaluate this hypothesis and shed light on sex differences in the phonological processing capabilities of the left and right hemispheres, we conducted two experiments. Experiment 1 assessed phonological activation implicitly (masked homophone priming), testing 52 (M=25, F=27; mean age 19.23years, SD 1.64years) strongly right-handed participants. Experiment 2 subsequently assessed the explicit recruitment of phonology (rhyme judgement), testing 50 (M=25, F=25; mean age 19.67years, SD 2.05years) strongly right-handed participants. In both experiments the orthographic overlap between stimulus pairs was strictly controlled using DICE [Brew, C., & McKelvie, D. (1996). Word-pair extraction for lexicography. In K. Oflazer & H. Somers (Eds.), Proceedings of the second international conference on new methods in language processing (pp. 45-55). Ankara: VCH], such that pairs shared (a) high orthographic and phonological similarity (e.g., not-KNOT); (b) high orthographic and low phonological similarity (e.g., pint-HINT); (c) low orthographic and high phonological similarity (e.g., use-EWES); or (d) low orthographic and low phonological similarity (e.g., kind-DONE). As anticipated, high orthographic similarity facilitated both left and right hemisphere performance, whereas the left hemisphere showed greater facility when phonological similarity was high. This difference in hemispheric processing of phonological representations was especially pronounced in males, whereas female performance was far less sensitive to visual field of presentation across both implicit and explicit phonological tasks. As such, the findings offer behavioural evidence indicating that though both hemispheres are capable of orthographic analysis, phonological processing is discretely lateralised to the left hemisphere in males, but available in both the left and right hemisphere in females.     

Community as practice: social representations of community and their implications for health promotion

Health promotion researchers and practitioners have increasingly turned to community-based approaches. Although there has been much work around the diverse understandings of the term in areas such as community psychology and sociology, I am concerned with how such understandings relate directly to community health research and practice. From a discursive perspective ‘community’ is seen as a socially constructed representation that is used variously and pragmatically. However, from a wider view, community can be seen as a matter of embodied practice. This paper draws on social representations theory to examine the shifting constructions of ‘community’, the functional use of those understandings in social life, and the practices that suggest that it is important to attend to their use in particular contexts. Accordingly, the paper argues that meanings of community in the health promotion or public health context must be seen as representations used for specific purposes in particular situations. Furthermore, the broader notion of embodied practice in social life has implications for community participation in health promotion. Copyright © 2007 John Wiley & Sons, Ltd.     

A verbal illusion in two languages

The study replicates Wason and Reich's (1979) investigation of the sentence No head injury is too trivial to be ignored, which is semantically and pragmatically anomalous (target sentence), in three experiments. Data from Experiment I show that sentences violating semantic and pragmatic restrictions resist correct parsing of syntax, systematically confirming Wason and Reich's results. Experiment II shows that when subjects are alerted to the violation of semantic and pragmatic restrictions displayed by the target sentence, it leads, to some extent, to correct parsing of syntax, but it also demonstrates that misconstrual of the target sentence is still a very robust phenomenon. When semantic anomaly is removed and conflict of pragmatic factor is minimized (corrected version of the target sentence), performance improves substantially (Experiment III), as Wason and Reich's data also suggest.     

The symbolic identity implications of inter and intra‐group transgressions

The current investigation proposes that symbolic identity concerns underlie retributive desires following a transgression, but that the type of identity concern that primarily drives that retribution varies between intra and intergroup contexts. More specifically, a respondent's social identity may be threatened by calling into question his or her ingroup's status and power in the larger superordinate society, a concern that is particularly relevant in intergroup contexts. Identity may also be threatened by questioning a group's identity‐defining values, a concern that is particularly relevant in intragroup contexts. In support of these assertions, the current study shows that desires for retribution following an intergroup terrorist attack were stronger when the attack was framed as attempting to undermine the victimized nation's status/power, but were stronger following an intragroup terrorist attack when framed as attempting to undermine national values. Moreover, these differences only occurred for respondents high in national identification, underscoring that the effects are based on identity processes. Copyright © 2009 John Wiley & Sons, Ltd.     

Living in several languages: implications for therapy

Bilingualism and multilingualism have mainly been neglected in psychotherapy. This paper is based on qualitative research of subjective experiences of living in more than one language, using a combined grounded theory and discursive approach, which raises significant issues for therapy. These individuals experience themselves very differently in their different languages, and construct their languages differently. Languages acquire meanings in socio-political contexts as well as in local personal ones, and encode different concepts and notions of personhood. Issues of language choice within families and what it is seen to accomplish are discussed. Mothers and fathers view this issue differently. The paper argues for the importance of taking into account the differences languages bring for individuals, particularly in the context of colonialism and racism. Asking about families' experiences of their languages is a fruitful way to explore cultural meanings. Multilingualism is a resource for mental flexibility and creativity, but there are challenges in enabling living with its multiplicities.     

Bilingual toddlers’ comprehension of mixed sentences is asymmetrical across their two languages

In bilingual language environments, infants and toddlers listen to two separate languages during the same key years that monolingual children listen to just one and bilinguals rarely learn each of their two languages at the same rate. Learning to understand language requires them to cope with challenges not found in monolingual input, notably the use of two languages within the same utterance (e.g., Do you like the perro? or ¿Te gusta el doggy?). For bilinguals of all ages, switching between two languages can reduce the efficiency in real‐time language processing. But language switching is a dynamic phenomenon in bilingual environments, presenting the young learner with many junctures where comprehension can be derailed or even supported. In this study, we tested 20 Spanish–English bilingual toddlers (18‐ to 30‐months) who varied substantially in language dominance. Toddlers’ eye movements were monitored as they looked at familiar objects and listened to single‐language and mixed‐language sentences in both of their languages. We found asymmetrical switch costs when toddlers were tested in their dominant versus non‐dominant language, and critically, they benefited from hearing nouns produced in their dominant language, independent of switching. While bilingualism does present unique challenges, our results suggest a united picture of early monolingual and bilingual learning. Just like monolinguals, experience shapes bilingual toddlers’ word knowledge, and with more robust representations, toddlers are better able to recognize words in diverse sentences.     

Continuous visual properties of number influence the formation of novel symbolic representations

Numerical symbols are thought to be mapped onto preexisting nonsymbolic representations of number. A growing body of evidence suggests that nonsymbolic numerical processing is significantly influenced by the associated visual properties of continuous quantity (e.g., surface area, density), but their role in the acquisition of novel symbols is unknown. Forty undergraduate students were trained to associate novel abstract symbols with numerical magnitudes. Half of the symbols were associated with nonsymbolic arrays in which total surface area and numerosity were correlated (“congruent”), and the other symbols were associated with arrays in which total surface area was equated across numerosities (“incongruent”). As numbers are represented in multiple formats (words, digits, nonsymbolic arrays), we also tested whether providing auditory nonword labels facilitated symbol learning. Following training, participants engaged in speeded comparisons of the newly learnt symbols. Comparisons were affected by the ratio between the numerosities associated with each symbol, a characteristic marker of numerical processing. Furthermore, comparisons were hardest for large-ratio comparisons of symbols associated with incongruent area and numerosity pairing during learning. In turn, these findings call for the further investigation of visual parameters on the development of numerical cognition.