The book consists of 6 chapters. Chapter One explains the reason why SLA researchers should study the language learning environment in space: population movements associated with internal and external migration and social mobility such as the circuits of commodity production and distribution create much space, in which language learning environment become diverse and uneven. With the spatial perspective, we can fully understand the interactions between language learners and the world or environments.In Chapter Two, by introducing (...) the brief history of Critical Spatial Theory, the author wants to tell us one of the key ideas in the theory: the social production of space, which views space as the product of the social relations of its era. Based on it, the author adds that the production of languages is an integral aspect of the production of space on a global scale. It can help us to understand how social mobility shapes language learning environments. From this perspective, the local environments in which languages are learned are outcomes of the production of space under the influence of mobility. It reiterates the key view that the global mobilities of physical objects (people, goods and information) produce space.In Chapter Three, the author introduces the mainstream views held by modern linguistics: languages are conceptualized as objects in the space. They hold that the spatiality of language is given by providing correct writing systems and standardized rules for various languages. Influenced by mainstream conception of language from modern linguistics, SLA tends to regard languages as self-contained objects in space. However, this view neglects the relation between language and the learning environments. The author holds that the distribution and circulation of languages and their varieties in geographical space produce the spatiality of language, which clears the ground for an environment or object-as-space view of language in Chapter Four.In Chapter Four, the author develops an alternative "objects-as-space" view and introduces three concepts to illustrate spatiality of language: flat ontology, assemblage and mobilities. The concept of flat ontology helps explain what language is and how it comes into being in the world; From assemblage perspective, the author develops the idea that everything is an object, so are human beings and languages. Language (the non-physical object) interacts with various physical objects, forming the language-bearing assemblage. This assemblage is the form of spatiality of language. The mobilities theory explains how language-bearing assemblages develop or change on a global scale because of social mobility, emphasizing the importance of learning environment in SLA. All in all, the author outlines how language makes its way into physical space in the form of assemblages, or assemblages of assemblages.Chapter Five centers on language learning environment. First, the author explains the relation between language learners and their learning environment from an ecological view: the learner is a part of the language learning environment, and second language learning is a spatial interaction between the learners and the semiotic resources provided by environment. Then, the author discusses language environment from two different perspectives. From an 'individual' perspective, environments are assembled by individuals from the spatial resources available; from an 'areal' view, environments are shaped both by local circumstances and global circulations of language-bearing assemblages. Meanwhile, the author also discusses other language environments like the multilingual city and online resources. What the author hopes to develop in this chapter is an environment perspective that grounds the contexts of language learning in space, which helps the readers think about language learning from a spatial perspective.Chapter Six contains three parts. In the first part, it outlines the work of a number of researchers from sociolinguistics and the contribution they made to the spatial theory. In the second part, the author wants to tell us how the idea of language learning environment emerges from his own research. The last part discusses the four main researching routes (areal studies, studies of individuals learning in settings, studies of the construction of individual learning environment and design-based studies) that might influence SLA research on language learning environments and some research methods. The book is in alignment with several recent "turns" occurring in the field of SLA, such as "social turn" (Block, 2003) and "multilingual turn" (May, 2014), both of which bring to the fore the social aspects involved in language learning. While the first "turn" accentuates the role of social context in shaping and influencing learner cognition, the latter highlights how the physical multilingual world remold language learning experiences, and how the mental multilingual world helps raise learners' language awareness, and facilitates their successful construction of an identity of legitimate multi-language users. The book under review joins up the two "turns" in acknowledging that language learners are persons-in-context with organic interaction with social learning environment (Ushioda, 2021). This view has research and pedagogical implications. From the point of doing research, spatial perspectives, advocated in the book, afford huge research potentials for both language teachers and (instructed) SLA researchers to conduct situated investigations, exploring the complex and dynamic nexus between language learners and their surrounding environment (not restricted to people) that play a part in their learning experience, and thus gaining insightful understanding of how individuals and learning contexts are coupled with each other, how they evolve together, and how they constitute an ecosystem that generates affordances, facilitating or constraining language learning. Pedagogically speaking, the spatial perspectives encourage language teachers to hold an ecological view of language teaching and learning, directing their attention to the individuality of each language learner and their complex, dynamic and multifaceted relationality with other learners and the physical realities, rather than solely focusing on the abstract systems (e.g., the development of cognitive aspect). This holistic view allows language teachers to take measures to address concrete questions emerging in and out of the classrooms, and stimulates them to design and experiment with pedagogical interventions that help to create a favorable environment for language learning. This view also invites language teachers to take learner agency into account (Xu & Long, 2020) and to design pedagogical activities that enable learners to take agentive actions to adapt their environments as they actively create and seek their own language learning opportunities, making the world their own (Bronfenbrenner, 1979). In turn, teachers' agency-enabling activities will ultimately help learners to autonomously access a range of resources in this new affordance-rich era to improve their language skills, and thus become more independent in their pathway to life-long learning.Beside the above benefits, the book is also theoretically and methodologically friendly. In illustrating the role of space in SLA, the author invokes a plethora of theories from such disciplines as sociology, sociolinguistics, psychology, etc. This orientation helps readers to build a transdisciplinary framework to capture the multi-layered nature of SLA, and to acquire a nuanced understanding of how language learning is influenced by multiple scales of environmental factors. Methodologically, the author proposes several specific methods that are especially apt to investigate language learning environment. These methods, together with the theoretical foundation laid by the book, will definitely help researchers and language teaching practitioners to further delve into the complex interplay between context and language learners.Admittedly, the book is not without weaknesses. It spends most of its words on illustrating the importance of physical environment in SLA. Another essential component, the virtual environment is insufficiently referenced and discussed. This lacking is undoubtedly a regret the book leaves with us, especially in these years of pandemic, where language learning in virtual spaces is becoming a norm.All in all, the book is an invaluable contribution to the field of SLA, and is worthy of recommending to language teaching practitioners, researchers, and postgraduates in applied linguistics. (shrink)

Parallel language activation in bilinguals leads to competition between languages. Experience managing this interference may aid novel language learning by improving the ability to suppress competition from known languages. To investigate the effect of bilingualism on the ability to control native-language interference, monolinguals and bilinguals were taught an artificial language designed to elicit between-language competition. Partial activation of interlingual competitors was assessed with eye-tracking and mouse-tracking during a word recognition task in the novel (...) class='Hi'>language. Eye-tracking results showed that monolinguals looked at competitors more than bilinguals, and for a longer duration of time. Mouse-tracking results showed that monolinguals’ mouse movements were attracted to native-language competitors, whereas bilinguals overcame competitor interference by increasing the activation of target items. Results suggest that bilinguals manage cross-linguistic interference more effectively than monolinguals. We conclude that language interference can affect lexical retrieval, but bilingualism may reduce this interference by facilitating access to a newly learned language. (shrink)

Children learn their native language by exposure to their linguistic and communicative environment, but apparently without requiring that their mistakes be corrected. Such learning from “positive evidence” has been viewed as raising “logical” problems for language acquisition. In particular, without correction, how is the child to recover from conjecturing an over-general grammar, which will be consistent with any sentence that the child hears? There have been many proposals concerning how this “logical problem” can be dissolved. In this (...) study, we review recent formal results showing that the learner has sufficient data to learn successfully from positive evidence, if it favors the simplest encoding of the linguistic input. Results include the learnability of linguistic prediction, grammaticality judgments, language production, and form-meaning mappings. The simplicity approach can also be “scaled down” to analyze the learnability of specific linguistic constructions, and it is amenable to empirical testing as a framework for describing human language acquisition. (shrink)

I discuss the ubiquity of power law distributions in language organisation (and elsewhere), and argue against Miller’s (The mating mind: How sexual choice shaped the evolution of human nature, William Heinemann, London, 2000) argument that large vocabulary size is a consequence of sexual selection. Instead I argue that power law distributions are evidence that languages are best modelled as dynamical systems but raise some issues for models of iterated language learning.

This article explores the influence of idiomatic syntactic constructions (i.e., constructions whose phrase structure rules violate the rules that underlie the construction of other kinds of sentences in the language) on the acquisition of phrase structure. In Experiment 1, participants were trained on an artificial language generated from hierarchical phrase structure rules. Some participants were given exposure to an idiomatic construction (IC) during training, whereas others were not. Under some circumstances, the presence of an idiomatic construction in the (...) input aided learners in acquiring the phrase structure of the language. Experiment 2 provides a replication of the first experiment and extends the findings by showing that idiomatic constructions that strongly violate the predictive dependencies that define the phrase structure of the language do not aid learners in acquiring the structure of the language. Together, our data suggest that (a) idiomatic constructions aid learners in acquiring the phrase structure of a language by highlighting relevant structural elements in the language, and (b) such constructions are useful cues to learning to the extent that learners can keep their knowledge of the idiomatic construction separate from their knowledge of the rest of the language. (shrink)

In this paper, I discuss language learning in Wittgenstein and Davidson. Starting from a remark by Bakhurst, I hold that both Wittgenstein and Davidson’s philosophies of language contain responses to the problem of language learning, albeit of a different form. Following Williams, I hold that the concept of language learning can explain Wittgenstein’s approach to the normativity of meaning in the Philosophical Investigations. Turning to Davidson, I hold that language learning can, (...) equally, explain Davidson’s theory of triangulation. I sketch an account of triangulation as Davidson’s response to the problem of the normativity of meaning and explain the role that language learning plays in this account. (shrink)

Holistic theories of meaning have, at least since Dummett’s Frege: The Philosophy of language, been assumed to be problematic from the perspective of the incremental nature of natural language learning. In this essay I argue that the general relationship between holism and language learning is in fact the opposite of that claimed by Dummett. It is only given a particular form of language learning, and a particular form of holism, that there is a (...) problem at all; in general, for all forms of holism, and irrespective of how language learning is understood, semantic holism is conducive to language learning. The paper has three main parts. In the first, I demonstrate with the use of a simple formal system, that the form of holism that generates the problem that Dummett draws attention to is really decomposable into three distinct components, each of which is necessary for the problem to arise. In the second part, I demonstrate that even Dummett’s strong form of holism is compatible with one natural way in which to understand the incremental nature of language learning. In the third part, I outline the reasons why all forms of holism are conducive to language learning and offer two ways in which this general fact can be spelled out precisely. I end the paper by addressing some possible objections, and in doing so I draw attention to some affinities between semantic holism and the principle of compositionality, a semantic principle which has long been assumed to be conducive to language learning. (shrink)

Poverty of the Stimulus Arguments have convinced many linguists and philosophers of language that a domain specific language acquisition device (LAD) is necessary to account for language learning. Here we review empirical evidence that casts doubt on the necessity of this domain specific device. We suggest that more attention needs to be paid to the early stages of language acquisition. Many seemingly innate language-related abilities have to be learned over the course of several months. (...) Further, the language input contains rich stochastic information that can be accessed by domain-general learning mechanisms. Computer simulation has shown how mechanisms that are not domain specific can exploit the information contained in language. We conclude that (i) Poverty of the Stimulus Arguments need to be conceptually clarified and (ii) more empirical research needs to be carried out before we can rule out that data driven general purpose mechanisms can account for language learning. (shrink)

In recent years, foreign language learning has been proposed as a possible cognitive intervention for older adults. However, the brain network and cognitive functions underlying FLL has remained largely unconfirmed in older adults. In particular, older and younger adults have markedly different cognitive profile—while older adults tend to exhibit decline in most cognitive domains, their semantic memory usually remains intact. As such, older adults may engage the semantic functions to a larger extent than the other cognitive functions traditionally (...) considered the most important. Using anatomical measurements and a cognitive test battery, the present study examined this hypothesis in twenty cognitively normal older adults, who participated in a two-month Italian learning programme. Results showed that the immediate learning success and long-term retention of Italian vocabularies were most consistently predicted by the anatomical measures of the left pars orbitalis and left caudal middle frontal cortex, which are implicated in semantic and episodic memory functions. Convergent evidence was also found based on the pattern of cognitive associations. Our results are consistent with a prominent role of semantic and episodic memory functions in vocabulary learning in older learners. (shrink)

This volume features work on learning by researchers in various disciplines who share an interest in the systematic study of cognition and in the study of the formal and semantic aspects of language acquisition. A recurring theme is that language learning involves the acquisition of certain competencies and the formation of a system of beliefs which are significantly underdetermined by the linguistic and nonlinguistic inputs available to the learner. Theories of language learning must confront (...) the epistemological problem of how it is possible to induce and fixate a belief-system on the basis of exposure to limited data. A typical strategy in dealing with this problem has been to specify various types of formal and empirical constraints on linguistic and conceptual development in terms of specific hypotheses about the character of what is learned and about the kinds of resources and strategies available to the learner. Most of the contributions in this volume are concerned with the specification and evaluation of such constraints. (shrink)

Poverty of the Stimulus Arguments have convinced many linguists and philosophers of language that a domain specific language acquisition device (LAD) is necessary to account for language learning. Here we review empirical evidence that casts doubt on the necessity of this domain specific device. We suggest that more attention needs to be paid to the early stages of language acquisition. Many seemingly innate language-related abilities have to be learned over the course of several months. (...) Further, the language input contains rich stochastic information that can be accessed by domain-general learning mechanisms. Computer simulation has shown how mechanisms that are not domain specific can exploit the information contained in language. We conclude that (i) Poverty of the Stimulus Arguments need to be conceptually clarified and (ii) more empirical research needs to be carried out before we can rule out that data driven general purpose mechanisms can account for language learning. (shrink)

In the context of English as a Foreign Language, burnout study dominantly revolves around teachers but learners’ academic burnout is largely underexplored. Academic burnout is a concerning issue worldwide that is particularly predicted by academic motivation. However, we know little about the association between motivation and burnout among EFL learners and whether maladaptive emotion regulation strategies could moderate their association. To fill this research gap, we recruited 841 EFL undergraduates from two universities in China. Descriptive analysis showed that participants (...) reported high levels of language learning burnout. Correlational and bootstrapped moderation analysis found that motivation and maladaptive ERS were significantly correlated with burnout in opposite directions and the correlation between motivation and burnout was significantly influenced by students’ use of two maladaptive ERS. The more frequently students chose to avoid and vent unpleasant feelings, the protective role of motivation on burnout was weaker. The implications of these findings are discussed. (shrink)

In this paper, I explore different ways of picturing language learning in philosophy, all of them inspired by Wittgenstein and all of them concerned about scepticism of meaning. I start by outlining the two pictures of children and language learning that emerge from Kripke's famous reading of Wittgenstein. Next, I explore how social-pragmatic readings, represented by Meredith Williams, attempt to answer the sceptical anxieties. Finally, drawing somewhat on Stanley Cavell, I try to resolve these issues by (...) investigating what characteristically happens to our view of language learning when we do philosophy. The focus throughout is on the relation between the individual (the learning child) and the community (usually represented by the parents), and how that relation is deformed when we operate with a certain philosophical notion of ground. (shrink)

Artificial language learning experiments have become an important tool in exploring principles of language and language learning. A persistent question in all of this work, however, is whether ALL engages the linguistic system and whether ALL studies are ecologically valid assessments of natural language ability. In the present study, we considered these questions by examining the relationship between performance in an ALL task and second language learning ability. Participants enrolled in a Spanish (...) language class were evaluated using a number of different measures of Spanish ability and classroom performance, which was compared to IQ and a number of different measures of ALL performance. The results show that success in ALL experiments, particularly more complex artificial languages, correlates positively with indices of L2 learning even after controlling for IQ. These findings provide a key link between studies involving ALL and our understanding of second language learning in the classroom. (shrink)

Lateral temporal measures of the auditory evoked potential including the T-complex, as well as an earlier negative peak index maturation of auditory/speech processing. Previous studies have shown that these measures distinguish neural processing in children with typical language development from those with disorders and monolingual from bilingual children. In this study, bilingual children with Turkish as L1 and German as L2 were compared with monolingual German-speaking children with developmental language disorder and monolingual German-speaking children with TD in order (...) to disentangle effects of limited language input vs. reduced perceptual abilities in the processing of speech and non-speech stimuli. Sensory processing reflected by the T-complex was compared in response to a German vowel and a sine-wave tone in the three groups of children, ages 5 through 6 years. Stimuli were presented while children watched a muted video. Auditory evoked potentials were time-locked to the vowels and tones. AEPs to the frequent stimuli within an oddball paradigm were analyzed at the left and right temporal electrode sites.The results revealed language status, stimulus, and language test measures all influenced the T-complex amplitudes. Particularly, the peak amplitude of Ta was modulated by language status and stimulus type. Bilingual children had significantly more negative Ta responses than the monolingual children with TD for both vowels and tones while DLD children differed from TD children only for the vowel stimulus. The amplitude of the T-complex was overall more negative at the left than at the right site. The Na peak latency was longer for the bilingual group than that observed for the two monolingual groups. The Tb latency was shorter for DLD and bilingual groups than that for TD children in the vowel condition, but no such latency difference between DLD and bilingual children was found. We suggest that the attenuated T-complex for bilingual children indicates continued plasticity of the auditory cortex to allow for learning of novel, second-language speech sounds. (shrink)

In a society where mobility, globalization and contact with people from other cultures have become its basic descriptors, the enhancement of plurilingualism and intercultural understanding seem to be of the utmost concern. From a Positive Psychology Perspective, agency is the human capacity to affect other people positively or negatively through their actions. This agentic vision can be related to mediation, a concept rooted in the socio-cultural learning theory where social interaction is considered a fundamental cornerstone in the development of (...) cognition. Social interactions in the language learning setting may be facilitated through musical activities due to its social bonding effect. This paper tries to offer insights on how a musical-mediated experience in language learning may develop students’ interpersonal and collaborative competences to become active members of a more inclusive society. Mediation, considered as a paradigm shift in the foreign language classroom and the different out-of-class language learning possibilities, could also provide an environment where learners maximize their emotional intelligence. Our paper focuses on this paradigm shift spearheaded by the CEFR Companion Volume and the considerable repercussions it is bound to have for foreign language didactics, as cooperative tasks become central to foreign language learning. We hypothesize that mediated language learning experiences imply a socioemotional change in learners, focusing on the others, on their needs and interests, by trying to help them understand texts, concepts or facilitating communication with their peers. An intervention with a musical-mediated language learning experience was designed and implemented in the classroom. A self assessment scale with mediation descriptors and the socioemotional expertise scale (SEE) were administered. Results show that students become more mindful of their strengths, of their capacity for collaborating and team working. This leads to more awareness of their mediation skills. Students’ mediation skills correlate significantly with their socio-emotional skills, more concretely with their expressivity. The implementation of a musical-mediated experience also promoted tolerance and enhanced learners’ intrinsic motivation for language learning at the same time as they acknowledged their diversity. (shrink)

In contrast to the empiricist view, which states how all learning involves general strategies that can be applied in various fields and learning from experience, the nativist view explains how the acquisition of some knowledge cannot be associated with the domain-neutral empiricist model. In 1960, Noam Chomsky made his claims regarding how human beings are innately bestowed of knowledge of natural languages. This chapter attempts to provide an overview of Chomsky's explanation of language acquisition and how this (...) has once again gained the attention of both American Structuralist linguistics and psychological behaviorism. Looking into such would allow the establishment of a taxonomic framework for a better examination of linguistic nativism. (shrink)

Language learning in preschool children tends to be likened to school-like learning, using verbal explanations more than actions when new words are learned during storytelling. Based on previous results that showed that sensorimotor elements help language learning at this age this study aimed to investigate whether positive emotions also act like essential elements for language learning. Fifty-five 4 to 5 year olds listened to a modified version of the Town Musicians of Bremen story. (...) There were four conditions: one that included emotions and sensorimotor elements during storytelling, one that had only emotions, one that had only sensorimotor elements, and one that had neither emotions nor sensorimotor elements. Results show no advantage of positive emotions by themselves, and a clear advantage of sensorimotor elements. Implications are discussed with regard to inducing emotions versus naturally arising emotional states, and also to the embodied learning perspective. (shrink)

Language learning requires linguistic input, but several studies have found that knowledge of second language rules does not seem to improve with more language exposure. One reason for this is that previous studies did not factor out variation due to the different rules tested. To examine this issue, we reanalyzed grammaticality judgment scores in Flege, Yeni-Komshian, and Liu's study of L2 learners using rule-related predictors and found that, in addition to the overall drop in performance due (...) to a sensitive period, L2 knowledge increased with years of input. Knowledge of different grammar rules was negatively associated with input frequency of those rules. To better understand these effects, we modeled the results using a connectionist model that was trained using Korean as a first language and then English as an L2. To explain the sensitive period in L2 learning, the model's learning rate was reduced in an age-related manner. By assigning different learning rates for syntax and lexical learning, we were able to model the difference between early and late L2 learners in input sensitivity. The model's learning mechanism allowed transfer between the L1 and L2, and this helped to explain the differences between different rules in the grammaticality judgment task. This work demonstrates that an L1 model of learning and processing can be adapted to provide an explicit account of how the input and the sensitive period interact in L2 learning. (shrink)

This study makes an original contribution to knowledge by investigating the impact of Just-in-Time teaching and peer instruction strategies on the promotion of students’ achievement, interaction, and motivation in English language learning. Students were recruited from an undergraduate TESOL program in the first semester of 2019 at a University in Saudi Arabia. A multiple method research design was used to address the research questions robustly and rigorously. First, a two-group quasi-experimental design was implemented. In the first group, a (...) lecture-based strategy was used, while in the second group, JiT and PI strategies were used in English language lessons. An innovative research method was used in this study: a private Instagram account was created, serving as a platform through which teacher and students could communicate using interactive posts and comments. Second, students filled out a survey reflecting on this medium of language teaching and learning. Finally, focus group interviews were conducted to determine students’ views on the use of Instagram as an educational tool in terms of its flexibility and usefulness. The findings of the study suggest that JiT teaching, and PI promoted students’ achievement and enhanced students’ motivation, particularly in relation to fluency and novelty in the second language. Furthermore, students viewed Instagram as a successful educational tool that significantly facilitated their collaboration. Nevertheless, this study also highlights the challenges of using JiT teaching and PI to facilitate language learning. Suggestions for practitioners are specified; including providing adequate e-learning tools for students to enhance language learning motivation and achievement. (shrink)

Linguists intuitions about language change can be captured by adynamical systems model derived from the dynamics of language acquisition.Rather than having to posit a separate model for diachronic change, as hassometimes been done by drawing on assumptions from population biology (cf.Cavalli-Sforza and Feldman, 1973; 1981; Kroch, 1990), this new modeldispenses with these independent assumptions by showing how the behavior ofindividual language learners leads to emergent, global populationcharacteristics of linguistic communities over several generations. As thesimplest case, we formalize (...) the example of two grammars and show that eventhis situation leads directly to a nonlinear (quadratic) dynamical system.We study this one parameter model in a variety of situations for differentkinds of acquisition algorithms and maturational times, showing howdifferent learning theories can have very different evolutionaryconsequences. This allows us to formulate an evolutionary criterion for theadequacy of grammatical and learning theories. An application of thecomputational model to the historical loss of Verb Second from Old French toModern French is described showing how otherwise adequate grammaticaltheories might fail the evolutionary criterion. (shrink)

The astute reviews by Hamlin and by Revencu and Csibra provide compelling arguments and evidence for the early emergence of moral evaluation, communication, and pedagogical learning. I accept these conclusions but not the reviewers' claims that infants' talents in these domains depend on core systems of moral evaluation or pedagogical communication. Instead, I suggest that core knowledge of people as agents and as social beings, together with infants' emerging understanding of their native language, support learning about people (...) as moral agents, moral patients, communicators, and teachers. These issues are open, however, and our competing views invite further testing. (shrink)

How do speakers learn the social meaning of different linguistic variants, and what factors influence how likely a particular social–linguistic association is to be learned? It has been argued that the social meaning of more salient variants should be learned faster, and that learners' pre‐existing experience of a variant will influence its salience. In this paper, we report two artificial‐language‐learning experiments investigating this. Each experiment involved two language‐learning stages followed by a test. The first stage introduced (...) the artificial language and trained participants in it, while the second stage added a simple social context using images of cartoon aliens. The first learning stage was intended to establish participants' experience with the artificial language in general and with the distribution of linguistic variants in particular. The second stage, in which linguistic stimuli were accompanied by images of particular aliens, was intended to simulate the acquisition of linguistic variants in a social context. In our first experiment, we manipulated whether a particular linguistic variant, associated with one species of alien in the second learning phase, had been encountered in the first learning phase. In the second experiment, we manipulated whether the variant had been encountered in the same grammatical context. In both cases we predicted that the unexpectedness of a new variant or a new grammatical context for an old variant would increase the variant's salience and facilitate the learning of its social meaning. This is what we found, although in the second experiment, the effect was driven by better learners. Our results suggest that unexpectedness increases the salience of variants and makes their social distribution easier to learn, deepening our understanding of the role of individual language experience in the acquisition of sociolinguistic meaning. (shrink)

It is a reasonable assumption that universal properties of natural languages are not accidental. They occur either because they are underwritten by genetic code, because they assist in language processing or language learning, or due to some combination of the two. In this paper we investigate one such language universal: the suffixing preference across the world’s languages, whereby inflections tend to be added to the end of words. A corpus analysis of child‐directed speech in English found (...) that suffixes were more accurate at cuing the grammatical category of the root word than were prefixes. An artificial language experiment found that there was a learning advantage for suffixes over prefixes in terms of grammatical categorization within an artificial language. The results are consistent with an account of language universals that originate in general purpose learning mechanisms. (shrink)

Language learning and language typology are often studied separately, and it is common for experts in one area to know rather little about the other. This is not merely an unfortunate historical coincidence; there are some powerful practical reasons why it is so. The detailed study of language learning typically involves the experimental investigation of groups of people who are at various stages in the learning process—i.e., children. Hence it prototypically takes place at university (...) daycares in North America, where the children are usually learning English. In contrast, the study of typology is concerned with probing the full extent of the diversity that natural human languages can exhibit, and with finding and explaining any limits to that diversity that exist. As a result, it prototypically involves doing fieldwork with small numbers of fully competent adult speakers of less-studied languages. This fieldwork is made possible either by the researcher traveling to the often-remote areas of the world where these less-studied languages are spoken, or by finding speakers who have come nearer to the researcher through immigration. As a result, the contexts in which language acquisition can readily be studied and the contexts in which language typology can effectively be studied rarely overlap. Indeed, it is an unfortunate reality of the world as we have made it that a very large number of the “local languages” spoken by aboriginal populations, which are of great interest to typologists, have no children learning them at all (Hale, Krauss et al. (shrink)

The literature on autonomous language learning reveals both, scholars’ great enthusiasm for the revolutionary potential of learner autonomy as well as pessimism for its continual depoliticization within higher education. Similar to how ‘learner autonomy’ is still today an unfinished construct that raises considerable confusion among scholars, the critical theory of learner autonomy in the field of language learning remains largely unexplored; and thus, yet to be fully articulated. Building on the relevant literature, this article attempts to (...) provide a coherent and nuanced theoretical framework for the critical practice of learner autonomy in higher education. Results show how the field of language learning is dominated by uncritical and apolitical approaches that render learner autonomy a politically impotent practice. Critical autonomous language learning must be both critically aware—so it can raise students’ awareness of the structural and discursive constraints on their autonomy—and politically active—so it may lead to education reform and social change—, while also aiming at reaching the highest levels of institutional material support and student control possible. (shrink)

This paper proposes a feature extraction algorithm based on the maximum entropy phrase reordering model in statistical machine translation in language learning machines. The algorithm can extract more accurate phrase reordering information, especially the feature information of reversed phrases, which solves the problem of imbalance of feature data during maximum entropy training in the original algorithm, and improves the accuracy of phrase reordering in translation. In the experiment, they were combined with linguistic features such as parts of speech, (...) words, and syntactic features extracted by using the syntax analyzer, and the maximum entropy classifier was used to predict translation errors, and the experimental verification was performed on the Chinese-English translation data set and compared. The experimental results show that different word posterior probabilities have a significant impact on the classification error rate, and the combination of linguistic features based on the word posterior probability can significantly reduce the classification error rate and improve the translation error prediction performance. (shrink)

In this article, we develop a hierarchical Bayesian model of learning in a general type of artificial language‐learning experiment in which learners are exposed to a mixture of grammars representing the variation present in real learners’ input, particularly at times of language change. The modeling goal is to formalize and quantify hypothesized learning biases. The test case is an experiment (Culbertson, Smolensky, & Legendre, 2012) targeting the learning of word‐order patterns in the nominal domain. (...) The model identifies internal biases of the experimental participants, providing evidence that learners impose (possibly arbitrary) properties on the grammars they learn, potentially resulting in the cross‐linguistic regularities known as typological universals. Learners exposed to mixtures of artificial grammars tended to shift those mixtures in certain ways rather than others; the model reveals how learners’ inferences are systematically affected by specific prior biases. These biases are in line with a typological generalization—Greenberg's Universal 18—which bans a particular word‐order pattern relating nouns, adjectives, and numerals. (shrink)

Second-language learners rarely arrive at native proficiency in a number of linguistic domains, including morphological and syntactic processing. Previous approaches to understanding the different outcomes of first- versus second-language learning have focused on cognitive and neural factors. In contrast, we explore the possibility that children and adults may rely on different linguistic units throughout the course of language learning, with specific focus on the granularity of those units. Following recent psycholinguistic evidence for the role of (...) multiword chunks in online language processing, we explore the hypothesis that children rely more heavily on multiword units in language learning than do adults learning a second language. To this end, we take an initial step toward using large-scale, corpus-based computational modeling as a tool for exploring the granularity of speakers' linguistic units. Employing a computational model of language learning, the Chunk-Based Learner, we compare the usefulness of chunk-based knowledge in accounting for the speech of second-language learners versus children and adults speaking their first language. Our findings suggest that while multiword units are likely to play a role in second-language learning, adults may learn less useful chunks, rely on them to a lesser extent, and arrive at them through different means than children learning a first language. (shrink)

The papers in this volume represent the views of a range of experts in a variety of language-related disciplines on the role which context plays in language learning and language understanding. The authors provide various theoretical constructs which help impose order on the apparent chaos of contextual factors which may have an influence on the production and comprehension of speech events. They focus on a variety of types of context, including the context established by different speech (...) communities, interpersonal contexts, the classroom context, and the context provided by the linguistic code itself. The papers illustrate how the treatment of context varies across the disciplines of linguistics, historical stylistics, applied linguistics, and psycholinguistics. Each paper is prefaced by an editorial introduction to help the reader trace out common themes and points of conflict. (shrink)