Connectionism and three levels of nativism

Along with the increasing popularity of connectionist language models has come a number of provocative suggestions about the challenge these models present to Chomsky's arguments for nativism. The aim of this paper is to assess these claims. We begin by reconstructing Chomsky's argument from the poverty of the stimulus and arguing that it is best understood as three related arguments, with increasingly strong conclusions. Next, we provide a brief introduction to connectionism and give a quick survey of recent efforts to develop networks that model various aspects of human linguistic behavior. Finally, we explore the implications of this research for Chomsky's arguments. Our claim is that the relation between connectionism and Chomsky's views on innate knowledge is more complicated than many have assumed, and that even if these models enjoy considerable success the threat they pose for linguistic nativism is small.     

Bigrams and the richness of the stimulus

Recent challenges to Chomsky's poverty of the stimulus thesis for language acquisition suggest that children's primary data may carry "indirect evidence" about linguistic constructions despite containing no instances of them. Indirect evidence is claimed to suffice for grammar acquisition, without need for innate knowledge. This article reports experiments based on those of Reali and Christiansen (2005) , who demonstrated that a simple bigram language model can induce the correct form of auxiliary inversion in certain complex questions. This article investigates the nature of the indirect evidence that supports this learning, and assesses how reliably it is available. Results confirm the original finding for one specific sentence type but show that the model's success is highly circumscribed. It performs poorly on inversion in related constructions in English and Dutch. Because other, more powerful statistical models have so far been shown to succeed only on the same limited subset of cases as the bigram model, it remains to be seen whether stimulus richness can be substantiated more generally.     

Bayesian cognitive science,predictive brains,and the nativism debate

The rise of Bayesianism in cognitive science promises to shape the debate between nativists and empiricists into more productive forms—or so have claimed several philosophers and cognitive scientists. The present paper explicates this claim, distinguishing different ways of understanding it. After clarifying what is at stake in the controversy between nativists and empiricists, and what is involved in current Bayesian cognitive science, the paper argues that Bayesianism offers not a vindication of either nativism or empiricism, but one way to talk precisely and transparently about the kinds of mechanisms and representations underlying the acquisition of psychological traits without a commitment to an innate language of thought.     

试论乔姆斯基对认知心理学发展的重要贡献

乔姆斯基是当代著名的语言学家和公共知识分子,但他对认知心理学的贡献,却很少为学术界所研究。实际上,乔姆斯基是两次认知革命的代表性人物。他对斯金纳行为主义的批评为认知心理学的发展扫除了障碍;他所提出的哲学思想和语言学理论已成为认知心理学的一个重要理论源头;而其创立的转换-生成语法理论,为揭示人类的心智和语言能力的形成提供了一种理想的解释框架。在两次认知革命的学术转型历程中,乔姆斯基的理论一直影响着认知科学家们不断地探索前行。     

语音象征的产生机制：基于敏感期的先天后天作用模型

Bouba-Kiki效应(简称BK效应)指语音和形状特征之间的映射关系。针对BK效应的产生机制,先天论和后天论之间争论激烈。先天论的观点认为人们对语音象征的敏感性是出生时便存在的一种语言机制。而后天论的观点则强调语音象征是语言经验的产物。上述理论均获得大量研究证据的支持,且均无法完全否定对方。这表明,上述理论可能均未完整揭示语音象征的产生机制。鉴于此,针对BK效应的产生机制,梳理先天论与后天论的支持证据,并率先提出语言相关的BK效应敏感期假设。同时,梳理了支持BK效应敏感期的初步研究证据及可能的影响因素。进而,以语言相关的BK效应敏感期假设为基础,提出语音象征产生的先天后天相互作用模型,以整合以往研究中的矛盾。最后,展望了语音象征的未来研究进展和方向。     

The nature of the language faculty and its implications for evolution of language (Reply to Fitch, Hauser, and Chomsky)

In a continuation of the conversation with Fitch, Chomsky, and Hauser on the evolution of language, we examine their defense of the claim that the uniquely human, language-specific part of the language faculty (the “narrow language faculty”) consists only of recursion, and that this part cannot be considered an adaptation to communication. We argue that their characterization of the narrow language faculty is problematic for many reasons, including its dichotomization of cognitive capacities into those that are utterly unique and those that are identical to nonlinguistic or nonhuman capacities, omitting capacities that may have been substantially modified during human evolution. We also question their dichotomy of the current utility versus original function of a trait, which omits traits that are adaptations for current use, and their dichotomy of humans and animals, which conflates similarity due to common function and similarity due to inheritance from a recent common ancestor. We show that recursion, though absent from other animals' communications systems, is found in visual cognition, hence cannot be the sole evolutionary development that granted language to humans. Finally, we note that despite Fitch et al.'s denial, their view of language evolution is tied to Chomsky's conception of language itself, which identifies combinatorial productivity with a core of “narrow syntax.” An alternative conception, in which combinatoriality is spread across words and constructions, has both empirical advantages and greater evolutionary plausibility.     

Spatial cognition in apes and humans

The debate on whether language influences cognition is sometimes seen as a simple dichotomy: cognitive development is governed either by innate predispositions or by influences of language and culture. In two recent papers on spatial cognition, Haun and colleagues break new ground in bringing together a comparative cognition approach with a cross-linguistic framework to arrive at a third position: that humans begin with the same spatial reference frames as our near relatives, the great apes, and diverge later owing to the influence of language and culture.     

Universal moral grammar: a critical appraisal

A new framework for the study of the human moral faculty is currently receiving much attention: the so-called 'universal moral grammar' framework. It is based on an intriguing analogy, first pointed out by Rawls, between the study of the human moral sense and Chomsky's research program into the human language faculty. To assess UMG, we ask: is moral competence modular? Does it have an underlying hierarchical grammatical structure? Does moral diversity rest on culture-dependant parameters? We review the evidence and argue that formal grammatical concepts are of limited value for the study of moral judgments, moral development and moral diversity.     

The Case Against B. F. Skinner 45 years Later: An Encounter with N. Chomsky

Chomsky's (1959) review of Verbal Behavior (Skinner, 1957) has been hailed as the most influential document in the history of psychology. Although many rejoinders to Chomsky's review have been published, their impact has been minimal. Moreover, Chomsky has not answered them in detail. To invite Chomsky to revisit a number of matters concerning the review, he was interviewed. The principal topics addressed by Chomsky were (a) historical factors associated with behaviorism after World War II; (b) circumstances surrounding the preparation of the review; (c) likely compatibility between formal and functional analyses of language; and (d) Chomsky's current point of view on aspects of the content of his review and on the evolution of behavior analysis.     

Primate social cognition and the origins of language

Are the cognitive mechanisms underlying language unique, or can similar mechanisms be found in other domains? Recent field experiments demonstrate that baboons' knowledge of their companions' social relationships is based on discrete-valued traits (identity, rank, kinship) that are combined to create a representation of social relations that is hierarchically structured, open-ended, rule-governed, and independent of sensory modality. The mechanisms underlying language might have evolved from the social knowledge of our pre-linguistic primate ancestors.     

双语获得的认知过程与浸入式教学的理论基础

本文从语言心理学和认知心理学的角度,介绍了双语获得的认知过程与浸入式教学的理论基础。通过对双语获得的内部过程的探讨,明确指出不同的双语获得途径可能具有两种不同的语言信息加工的模式和产生不同的学习效果和语用能力;特别强调语言与认知发展的关系以及语言认知策略;此外,结合认知神经心理学的研究成果,探讨了双语获得的神经机制。     

Verbal Abilities in Low and Highly Proficient Bilinguals

The study investigated native language verbal skills among low and highly proficient bilinguals, using the WISC III verbal subtests. Highly proficient bilinguals showed a superiority for almost all verbal subtests. This finding lends support to Threshold Theory which maintains that bilinguals need to achieve high levels of linguistic proficiency before bilingualism can promote cognitive development. Our study also shows that verbal ability underlying proficiency in the native language can be generalized to a foreign language, revealing a causal connection between native and foreign language learning.     

Imitation of body postures and hand movements in children with specific language impairment

Within the domain-general theory of language impairment, this study examined body posture and hand movement imitation in children with specific language impairment (SLI) and in their age-matched peers. Participants included 40 children with SLI (5 years 3 months to 6 years 10 months of age) and 40 children with typical language development (5 years 3 months to 6 years 7 months of age). Five tests were used to examine imitation and its underlying cognitive and motor skills such as kinesthesia, working memory, and gross motor coordination. It was hypothesized that children with SLI show a weakness in imitation of body postures and that this deficit is not equally influenced by the underlying cognitive and motor skills. There was a group effect in each cognitive and motor task, but only gross motor coordination proved to be a strong predictor of imitation in children with SLI. In contrast, hand movement imitation was strongly predicted by performance in the Kinesthesia task in typically developing children. Thus, the findings show not only that children with SLI performed more poorly on the imitation tasks than their typically developing peers but also that the groups’ performances showed qualitative differences. The results of the current study provide additional support to the view that the weaknesses in children with SLI are not limited to the verbal domain.     

The Utility of Cognitive Plausibility in Language Acquisition Modeling: Evidence From Word Segmentation

The informativity of a computational model of language acquisition is directly related to how closely it approximates the actual acquisition task, sometimes referred to as the model's cognitive plausibility. We suggest that though every computational model necessarily idealizes the modeled task, an informative language acquisition model can aim to be cognitively plausible in multiple ways. We discuss these cognitive plausibility checkpoints generally and then apply them to a case study in word segmentation, investigating a promising Bayesian segmentation strategy. We incorporate cognitive plausibility by using an age‐appropriate unit of perceptual representation, evaluating the model output in terms of its utility, and incorporating cognitive constraints into the inference process. Our more cognitively plausible model shows a beneficial effect of cognitive constraints on segmentation performance. One interpretation of this effect is as a synergy between the naive theories of language structure that infants may have and the cognitive constraints that limit the fidelity of their inference processes, where less accurate inference approximations are better when the underlying assumptions about how words are generated are less accurate. More generally, these results highlight the utility of incorporating cognitive plausibility more fully into computational models of language acquisition.     

Does Counseling Need the Mind?

In this article, the author argues that the language used in counseling practice is largely a common sense language using mentalistic words. Basic mentalistic assumptions and challenges to those assumptions are outlined. The practical consequences of retaining or discarding mentalism in counseling are discussed. The author concludes that mentalistic language persists in counseling practice because it offers a useful vocabulary, but that the counseling field could benefit from adopting a path similar to that used in the cognitive sciences.     

The probabilistic analysis of language acquisition: theoretical, computational, and experimental analysis

There is much debate over the degree to which language learning is governed by innate language-specific biases, or acquired through cognition-general principles. Here we examine the probabilistic language acquisition hypothesis on three levels: We outline a novel theoretical result showing that it is possible to learn the exact generative model underlying a wide class of languages, purely from observing samples of the language. We then describe a recently proposed practical framework, which quantifies natural language learnability, allowing specific learnability predictions to be made for the first time. In previous work, this framework was used to make learnability predictions for a wide variety of linguistic constructions, for which learnability has been much debated. Here, we present a new experiment which tests these learnability predictions. We find that our experimental results support the possibility that these linguistic constructions are acquired probabilistically from cognition-general principles.     

Neurological knowledge and complex behaviors

Some scholars believe thot Cognitive Science is the attempt to achieve in artificial systems what has already been achieved in the brain. Others, by contrast, argue that the study of ideal adaptive mechanisms could go on without reference to the brain. The author points out that the brain may not be the ideal cognitive device because of biological limitotions on its capacity. Although it may not be ideal, it is still of major interest to cognitive scientists because of the great interest in the human mind, and, in addition, because at this moment the brain is the most important single reservoir of odoptive mechanisms. The paper discusses several areas of neuroscience which are likely to shed light on mechanisms of adaptation. The study of simple nervous systems is likely to reveal important design principles of cognitive devices. The study of complex nervous systems will, of course, exert a major influence. The study of such systems leads to certain general principles concerning the neural circuits involved in complex odoptive behaviors: (1) There exist innate specialized systems for the learning of many specific behaviors that at first might appeor to be purely cultural. (2) There is no evidence for the existence of any all-purpose computer in the brain. (3) There are many surprising dissociations manifested by the specialized systems in the brain, e.g., a special system for recognition of faces as against other visual patterns. (4) The study of the nervous system enables one to formulate more precise mechanisms for the role of emotion in cognitive function.(5) Some human behoviors con probably be understood poorly or not at all if the neural substrate is not considered. (6) The cognitive systems designed for dealing with ottentionol processes may be among the most complex neural structures which underlie behavior. There are certain other properties of brains that should be kept in mind by the cognitive scientists who are studying human behovior: (1) Brains differ from each other in structure, and it is very likely that the strategy for the solution of certain problems differs from person to person. (2) The presence of certain innate cognitive strategies in the brain may prevent that organism from employing other strategies which might be optimal for other problems. (3) Any theory about a particular cognitive strategy will have implications as to the particular mode of breakdown that might be expected after brain lesions. The study of disordered function from brain disease may thus be a valuable way to test certain cognitive theories.     

Cartesian or condillacian linguistics?

This paper intends to deal with Condillacian Linguistics. Although the Condillacian philosophy of mind and analysis of language were the most important in the late eighteenth century, none of them is mentioned in Chomsky's work (1966, Cartesian Linguistics). It would be useful for the history of Western thought if Chomsky's monumental error were generally recognized and if Condillacian Linguistics were at last to find the place it rightly deserves. The main thesis of Condillac's linguistic ideas (language is the first step in the analysis of thought) is briefly presented with reference to its context and consequences.     

Investigating the relationship between bilingualism,cognitive control,and mind wandering

Some research has suggested that bilingualism produces cognitive control advantages, although it has recently been shown that reported advantages are influenced by a publication bias. If the bilingual (BL) advantage does exist, the specific causes and contexts for its appearance remain unclear. The purpose of the current study was twofold: one, to examine performance of BLs and monolinguals (MLs) on a variety of simple versus complex cognitive control tasks; and two, to determine whether there were language group differences in the tendency to mind wander, which has been heavily implicated in cognitive control tasks. Although we hypothesised that if BLs outperformed MLs on cognitive control tasks, this would be associated with less mind wandering for BLs, the results did not reveal any BL advantages or any differences in mind-wandering tendencies. These findings support calls to temper BL advantage claims and shows a need for future research to better specify which underlying factors of cognitive control may be optimised by multilingualism.     

Interaction of visual information,verbal information,and linguistic competence in the preschool-aged child

Carol Chomsky found evidence to support the notion that children have not mastered the syntactic form of the sentence John is easy to see until after the age of 8 years. However, she failed to control for the effects the visual stimulus might have had on the child's understanding of the stimulus question. This study reexamined Chomsky's conclusions by using two experimental conditions. The first condition was an exact replication of Chomsky's method, while the second included a control for the biasing effects produced by the visual stimulus. The results confirmed the authors' suspicions that the visual stimulus was indeed distorting Chomsky's findings and that, on the average, children were able to decode this particular syntactic form by the age of 67 months. These findings are discussed from the perspective of Bruner's theory, which states that cognitive processes of children under 8 years of age are dominated by the iconic mode of representation.