The cognitive and interactional causes of regularity in language

Lead Research Organisation: University of Edinburgh
Department Name: Sch of Philosophy Psychology & Language

Abstract

Why are humans special? Are we special because of our biology, or our capacity to learn from one another, or both? We address this fundamental question by studying the relationship between language universals, language learning, and language transmission.

The languages of the world are superficially rather different: they employ different sounds and build complex utterances in different ways. However, all languages seem to share a common set of structural properties or design features. Where do these language universals come from? One influential hypothesis has suggested that they are a direct reflection of a highly-constraining blueprint for language, which children impose on language during language learning. An alternative possibility is that these properties might be due to weaker biases in learners, which have a very small impact for a particular child learning a particular language, but have a strong effect as a result of the transmission of language over thousands of such episodes of language learning.

Linguistic variation has become a test-case for such questions. Languages exhibit variation: for instance, in English the precise way in which we pronounce the plural marker -s varies (e.g. sometimes "s", as in the plural "cats", sometimes "z", as in "dogs"). However, while it seems logically possible that this kind of variation could occur completely at random (e.g. speakers could randomly chose to use either "s" or "z" - so-called free variation), this type of behaviour very rarely (possibly never) occurs in human languages. Instead, linguistic variation is predictable (in the case of -s, the pronunciation is predictable from the last sound in the noun) i.e. predictable variation is a design feature of language. But why does language work like this?

Some experiments seem to support the hypothesis that the lack of free variation in language is due to strong biases which children impose on language: children don't expect unpredictable variation, and therefore ignore or eliminate it during learning. These experiments use a methodology known as artificial language learning in which children and adults learn miniature languages (created by the experimenter) and are then tested to see whether they change aspects of the language when they use it themselves. Our own work using this same methodology suggests that the differences between children and adult learners may not be as clear cut as earlier work suggested. One of the objectives of the current project is to conduct further learning experiments in order to better understand this difference between adults and child learners, and the extent to which a single learner of any age can re-shape an input language.

This first strand of research therefore studies how *individual* learners respond to unpredictable languages. However, as discussed above, the predictability of natural languages could be a consequence of very weak preferences in individual language learning and use, which accumulate over multiple generations. We will therefore run a second strand of experiments, using only adult participants, where people learn an unpredictable language, use it to communicate with a partner, and then transmit their language to other learners in a diffusion chain (an experimental equivalent to the parlour game "Chinese whispers", where language passes from person to person and potentially changes as it goes). These experiments, together with accompanying computational modelling, will allow us to simulate, in a very simple way, the transmission and use of language in a population.

By combining both strands, we can begin to address the fundamental questions we outlined above: are the universal features of language necessarily due to strong restrictions on language design imposed by child learners, or can far weaker biases inherent in the processes of learning, transmission and use have strong effects on the structure of human language?

Planned Impact

This project has important implications for our understanding of the relationship between properties of individual learners and the universal properties of human language and, more broadly, may have implications for our understanding of the relationship between biology and culture in other systems of behaviour. As well as its relevance to academic communities (see section on Academic Beneficiaries), it therefore speaks directly to questions which are of perennial interest to the broader public: why are humans special, and are we special because of our biology, or our capacity to learn from one another, or both? As detailed in the Pathways to Impact document, we will exploit existing networks and expertise to communicate relevant insights and findings from the proposed research to the general public.

In addition to these 'big picture' questions, the way in which children respond to variable input is of specific relevance to parents raising their children in a bilingual family, in particular families where one or both parents are non-native speakers of a language used in the family. In such situations, parents are aware that their non-native language use presents the children with variable input which differs from that provided by the native parent (cf. the case for support for a discussion of the extreme case of Simon, a deaf child of hearing parents who received *only* non-native sign input), which is often a cause for concern. Our reading of the current literature suggests that this concern is probably unwarranted, given the capacity of children to sharpen partially-regular systems, and Exps 1-6 (Exp 6 in particular) will provide further insight on this issue. A colleague at Edinburgh, Prof. Antonella Sorace is the founding director of Bilingualism Matters, a service that disseminates information about the facts and benefits of bilingualism to parents and schools via the web (www.bilingualism-matters.org.uk), an email advice service, public events for children, parents, teachers, educators and employers, and the media. In addition to advising on the implementation of Exp 6, Prof. Sorace will assist us in accessing her existing network of contacts to disseminate relevant findings to such communities.

Publications

10 25 50

publication icon
Fehér O (2017) Statistical learning in songbirds: from self-tutoring to song culture. in Philosophical transactions of the Royal Society of London. Series B, Biological sciences

publication icon
Smith K (2017) Language learning, language use and the evolution of linguistic variation. in Philosophical transactions of the Royal Society of London. Series B, Biological sciences

publication icon
Smith, K (2014) Eliminating unpredictable linguistic variation through interaction in Proceedings of the 36th Annual Conference of the Cognitive Science Society

publication icon
Tchernichovski O (2017) How social learning adds up to a culture: from birdsong to human public opinion. in The Journal of experimental biology

 
Description We had two overarching objectives: (1) understanding how children and adults shape and re-shape language during learning; (2) understanding how transmission and use of languages within populations amplifies (or masks) those learning biases.

To address these questions we conducted a series of artificial language learning experiments, training children and adults on miniature experimenter-designed languages and then testing their ability to recall those languages or use them for communication. We focus on five main achievements here, three on language learning and two on language transmission and use.

Language learning

1) Both children and adults can track socially-conditioned patterns of variation i.e. where different individuals use the artificial language in slightly different ways, particularly when this variation is highly consistent.

2) Both children and adults can track semantically-conditioned patterns of variation, i.e. where the artificial language they are learning has a simple gender-like system, with some types of noun co-occurring with particular markers. As in the experiments with socially-conditioned variation, learning was better when the semantic cue was highly reliable, and small numbers of exceptions seemed especially problematic for children.

3) Children not not show any tendency to introduce patterns of conditioning into language. Adults do, but this is constrained: they introduce lexical (patterning around words) and semantic conditioning but not sociolinguistic conditioning.

Taken together, this work shows that both adult and children are capable of tracking statistical regularities in linguistic input; however, learners struggle when cues are less predictive. In addition, it may be adults rather than children who are key in introducing conditioning into language, however, even for adults, there are constraints on on the ways in which learning can reshape languages.

Transmission and use

4) Interaction can result in rapid reshaping of languages: when two participants interacted using an artificial language, they tended to copy their interlocutor's way of using in the language, so that pairs of participants rapidly converged on a shared system (often differing substantially from the language they originally learned).

5) In our earlier work we had found that transmission of a language from person to person can lead to an accumulation of biases from individual learners- each individual in a chain of transmission nudges the language towards a simpler, easier-to-learn form, and these changes accumulate over time until the language is completely reshaped. On this grant we found that the reverse can also be true: depending on the way experimental or simulated populations are structured (who learns from whom), the changes introduced by individuals can cancel each other out, resulting in only very slow change over time.

Taken together, 4 and 5 show that it is difficult to draw a straightforward link between how individuals learn and how languages are structured. Our work on interaction shows that biases in learning are not the only factor which shapes natural languages; biases in communication likely also play an important role. Furthermore, whether biases in learning and use will actually accumulate over time depends on non-linguistic factors such as the composition of the population.
Exploitation Route We think that this project has provided important groundwork for further scientific study of the learning and spontaneous introduction of conditioned variation, and suggests two new lines of research. i) Now that we have established that artificial language learning paradigms can be used to study the acquisition of conditioned variation, and that learners can exploit social and semantic cues, the next step is to conduct a systematic study of which cues child learners are predisposed to exploit. ii) While the acquisition of sociolinguistic variation is often studied naturalistically, there are well-known problems disentangling whether children or their caregivers are responsible for children's socially-conditioned variant use (e.g in cases of gendered language use, do children use the gender-appropriate form because they have identified the gendered pattern of use for themselves, or because their caregivers produce gender-appropriate input for them?). Experimental techniques can be used to differentiate these possibilities. We both have PhD students who are continuing research in these areas. In addition, we see a strong potential for developing a new field of Experimental Developmental Sociolinguistics employing artificial language learning, and are seeking funding to that end.

As part of the grant we compared monolingual and bilingual children in learning conditioned patterns of variation. We found no differences between monolingual and bilingual children; contrary to our predictions, bilingual children were not more sensitive to statistical conditioning in their input. We are in consultation with colleagues in Bilingualism Matters (a service that disseminates information about the facts and benefits of bilingualism) about whether this finding is likely to be of interest to parents or teachers of bilingual children - since it's a negative result, its main value would be in highlighting how similar monolingual and bilingual children are in their general language-learning capacities.
Sectors Education

 
Description The grant's Pathways to Impact envisaged three routes by which we would disseminate our findings beyond academia: participation in science fairs, via explainer videos on YouTube, and via engagement with parents of bilingual children via Bilingualism Matters, a service that disseminates information on the advantages of multilingualism to parents and educators. We cover each of these areas below. Participation in Science Fairs The goals of the research project and our emerging findings were shared with the public at two events: A Science Museum Lates event (https://www.sciencemuseum.org.uk/see-and-do/lates; our event was on 24th June 2015), and The British Academy Soirée (https://www.britac.ac.uk/soiree2016, 26th June 2016). We had initially planned to participate in smaller-scale local science fair events, but were able to access these larger events through the Edinburgh postdoc on the grant, Dr Olga Fehér, who had contacts with the British Academy via her previous funding. Dr Fehér, Dr Anna Samara (UCL postdoc on the project) and two volunteer PhD students ran the Science Museum Lates event, which featured several interactive demos which allowed attendees to participate in the types of experiment we ran on the grant and provided an opportunity to talk about the learning of variation, and how linguistic systems are reshaped by their learning and use. The event was attended by 300+ participants. Dr Fehér ran the Soirée event single-handed, which featured a poster showcasing research funded by the grant and one demo re-used from the Museum Lates event. The audience here was smaller, featuring a guest list selected by the British Academy including parliamentarians and business people, and provided an opportunity for one-on-one interaction with policy-makers. YouTube explainers We produced a series of 4 short video explainers (each approximately 3 minutes long): one introductory video explaining the motivation for studying the learning and use of variation in language, and 3 videos providing a non-technical summary of the three main papers emerging from the paper to date (our papers in Philosophical Transactions, Journal of Memory and Language, and Cognitive Psychology). Three videos were produced by Prof Kenny Smith, and one by Dr Anna Samara. Engagement with parents of bilingual children We had hypothesised that bilingual children might respond differently than monolingual children to linguistic variation - since their linguistic environment is characterised by the need to track variation across as well as within linguistic systems, we anticipated bilinguals would be particularly adept at tracking such variation. To that end we included monolingual and bilingual children and adults in all studies run at Warwick/UCL. Contrary to our hypotheses there were no significant differences between monolinguals and bilinguals in any of the experiments we ran, despite quite substantial power to detect such differences by pooling our data. This finding was therefore judged not particularly suitable for dissemination via Bilingualism Matters - their focus is on 'good news' stories highlighting positive features of bilingualism, and while the absence of an effect of bilingualism in our studies can be taken as a positive (there is certainly no delay or impairment) this is a relatively technical point.
First Year Of Impact 2015
Impact Types Cultural

 
Title Data for Smith et al. (2017). 
Description Experimental data described in Smith et al. (2017). 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact The dataset is freely available online, and linked from the paper. 
URL http://dx.doi.org/10.7488/ds/1462
 
Title Data from Brown et al. (2021) 
Description This is the full dataset plus analysis code from Brown H, Smith K, Samara A, Wonnacott E. (2021). Semantic cues in language learning: an artificial language study with adult and child learners. Language, Cognition and Neuroscience. The data is linked from the paper. 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact NA 
URL https://osf.io/sy8zr/
 
Title Data from Feher et al (2016) 
Description Experimental data described in Feher et al (2016). 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact NA 
URL http://dx.doi.org/10.7488/ds/2051
 
Title Data from Feher et al. (2019) 
Description This is the full dataset plus analysis code from Fehér, O., Ritt, N., & Smith, K. (2019). Asymmetric accommodation during interaction leads to the regularisation of linguistic variants. Journal of Memory and Language, 109, 104036. The data is linked from the paper. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact NA 
URL https://github.com/kennysmithed/Asymmetric
 
Title Data from Samara et al (2017) 
Description Experimental data described in Samara et al. (2017), plus analysis scripts 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact NA 
URL https://osf.io/g67pe/
 
Description Museum Lates exhibit "In one ear and out the other", Science Museum, London 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact An exhibit on cultural evolution at the Science Museum in London, as part of their Museum Lates programme, organised by the Royal Society. 200 plus individuals participated in three fun demonstrations of the experimental methods we use to study how cultural evolution shapes information in linguistic and non-linguistic domains.
Year(s) Of Engagement Activity 2015
URL https://royalsociety.org/events/2015/06/science-museum-lates/
 
Description Participation in British Academy Soiree by Dr Olga Feher 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact British Academy-organised event in London for philanthropists, politicians and policy-makers, Dr Fehér was invited through her connection to the BA via her Newton Fellowship but exhibited work undertaken as part of this project.
Year(s) Of Engagement Activity 2016
URL http://www.britac.ac.uk/soiree2016