We have a new paper out. It’s actually been available since February in an online-first version, but for those of us who love page numbers and dead trees, the journal has now printed it in its August issue on pages 1274-1281. Citation:
Note: I prepared this posting in August 2015, when PLOS ONE was due to publish a paper by us and I wanted to make sure they’d avoid the stupid typesetting errors they made in our 2013 paper. I used the numbers to convince them to show us proofs beforehand. To my surprise, they did, and I never got around to finishing the draft piece I had in the making. This week the issue flared up again following a comment by Dorothy Bishop, so I’ve decided to unearth my draft blog post and put it online.
The basic finding is this: people are sensitive to the meaning of ideophones they’ve never heard, even when they are produced out of context by a computer voice in a difficult forced choice task. Yet there is also reason for caution: the effect is not nearly as strong as what people have found for pseudowords like bouba and kiki.
As we note in the introduction, “there appears to be a tendency to either underplay or exaggerate the significance of iconicity in the study of language and mind”. In this paper we chart a middle way between these extremes. Here’s a quick summary in 3×3 points:
What we did:
Sound symbolism (iconicity in spoken language) is usually studied using hand-crafted pseudowords in binary forced choice experiments (think bouba and kiki, as reviewed here), but there are three problems with such experimental designs: (i) they run the risk of inflating effect sizes, (ii) it is unclear how they relate to natural languages, and (iii) they usually don’t control for prosody.
We designed a study to tackle these problems by (i) adjusting the binary choice task to be more realistic and harder, (ii) using real words and meanings from natural languages, and (iii) teasing apart prosody and segmental features. Essentially, we bring linguistic insights to bear on the psychological study of sound symbolism.
We take 203 ideophones —lexical sound-symbolic words— from 5 languages and 5 semantic domains and present them to 80 participants in 4 versions: (i) full original recording, (ii) full speech synthesized version, (iii) prosody-only condition and (iv) phonemes-only condition. The versions help us control for variation due to different speakers and help us examine the contributions of prosody and segmental features.
What we found:
People can choose the correct translation of ideophones at a level significantly above chance. So ideophones in Japanese, Korean, Semai, Ewe and Siwu are not fully arbitrary, as is normally assumed of words; they contain iconic cues that even people who don’t speak these languages can pick up.
Sound ideophones are easiest to guess, but the other semantic domains (movement, texture, color/visual appearance, and shape) come out significantly above chance as well. However, the effect is much more modest than most bouba/kiki studies: in the best versions, people score 57.2% on average (where 50% would be chance level) — quite different from the 95% that has sometimes been claimed for pseudoword studies.
Performance for the original and resynthesised stimuli is indistinguishable, so our speech synthesis method works. Performance is significantly better for the full versions (i-ii) than for the reduced versions (iii-iv), so both prosody and phonemes contribute to the effect (and neither alone is sufficient).
What we conclude:
Findings based on pseudowords like bouba/kiki cannot be automatically translated into claims about natural languages. Ideophones combine iconicity and arbitrariness, and lexical iconicity in ideophones is best characterised as a weak bias, which is supported by multimodal performances in actual use and which may be amplified in cultural evolution (cf our TiCS paper).
Prosody is just as important as segmental information in supporting iconic interpretations (as predicted here). Prior work, which has rarely controlled for prosody, likely overestimates the role of speech sounds and underestimates the role of intonation, duration and other prosodic cues.
Speech synthesis offers a viable way to achieve experimental control in the study of sound symbolism. To stimulate its wider use we’re making available all stimulus materials, including the diphone synthesis source files we used to create them. Get them at MUSE or OSF.
Here’s the abstract:
Sound symbolism is a phenomenon with broad relevance to the study of language and mind, but there has been a disconnect between its investigations in linguistics and psychology. This study tests the sound-symbolic potential of ideophones—words described as iconic—in an experimental task that improves over prior work in terms of ecological validity and experimental control. We presented 203 ideophones from five languages to eighty-two Dutch listeners in a binary-choice task, in four versions: original recording, full diphone resynthesis, segments-only resynthesis, and prosody-only resynthesis. Listeners guessed the meaning of all four versions above chance, confirming the iconicity of ideophones and showing the viability of speech synthesis as a way of controlling for segmental and suprasegmental properties in experimental studies of sound symbolism. The success rate was more modest than prior studies using pseudowords like bouba/kiki, implying that assumptions based on such words cannot simply be transferred to natural languages. Prosody and segments together drive the effect: neither alone is sufficient, showing that segments and prosody work together as cues supporting iconic interpretations. The findings cast doubt on attempts to ascribe iconic meanings to segments alone and support a view of ideophones as words that combine arbitrariness and iconicity. We discuss the implications for theory and methods in the empirical study of sound symbolism and iconicity.
Summary: Google Scholar is great, but its inclusiveness and mix of automatically updated and hand-curated profiles means you should never take any of its numbers at face value. Case in point: the power couple Prof. Et Al and Dr. A. Author, whose profiles I created following Scholar’s recommended settings (and a bit of manual embellishment). If you have a Scholar profile, make sure you don’t let Scholar update the publication list automatically. If you’re looking at somebody else’s profile, take it with a big pinch of salt, especially when they have a reasonably common name or when messy entries or weird citation distributions indicate that it is being automatically updated.
Just out in Trends in Cognitive Sciences: a review paper by yours truly with Damián Blasi, Gary Lupyan, Morten Christiansen and Padraic Monaghan. It is titled “Arbitrariness, iconicity and systematicity in language”. You can download it here (PDF). Here is a simple summary:
An important principle in linguistics is that words show no predictable relation between their form and their meaning (arbitrariness). Yet this principle does not have exclusive reign. Some words have forms that suggest aspects of their meaning (iconicity). Some groups of words have subtle statistical properties that give away something about their grammatical function (systematicity). To fully explain how words work, we need to recognise that the principle of arbitrariness is not the whole story, and that words can additionally show degrees of iconicity and systematicity.
Here is are six take-away points:
Often, arbitrariness is thought to be not just necessary but also sufficient to explain how words work. We show this is not the case: non-arbitrary patterns in language are more common than assumed, and they have implications for how we learn, process and use language.
Often, arbitrariness and iconicity are pitted against each other. We show this is an oversimplification: iconic words have a degree of arbitrariness and the two do not exclude each other.
Often, the role of iconicity in language is thought to be minimal. We show that it can differ dramatically across languages and also varies as a function of meaning and modality (e.g. signed or spoken).
Sometimes, iconicity and systematicity have been confused. We show that distinguishing them helps us to better understand vocabulary structure, by showing why we may expect iconicity to show certain universal patterns while systematicity allows more language-specific patterns.
Sometimes, we may forget that words are not abstract ideas but tools that have their own history. We argue that the way words are learned and used influences their form, and that this may help explain how arbitrariness, iconicity and systematicity pattern the way they do.
Sometimes, language scientists make far-reaching claims based on studying a small portion of the vocabulary, or a small number of (typically Western) languages. We argue that we can get a better picture of language by looking at a wider range of evidence.
Dingemanse, Mark, Damián E. Blasi, Gary Lupyan, Morten H. Christiansen, and Padraic Monaghan. 2015. “Arbitrariness, Iconicity and Systematicity in Language.” Trends in Cognitive Sciences 19 (10): 603–15. doi:10.1016/j.tics.2015.07.013.
Informal paraphrases by native speaker consultants are crucial tools in linguistic fieldwork. When recorded, archived, and analysed, they offer rich data that can be mined for many purposes, from lexicography to semantic typology and from ethnography to the investigation of gesture and speech. This paper describes a procedure for the collection and analysis of folk definitions that are native (in the language under study rather than the language of analysis), informal (spoken rather than written), and multi-modal (preserving the integrity of gesture-speech composite utterances). The value of folk definitions is demonstrated using the case of ideophones, words that are notoriously hard to study using traditional elicitation methods. Three explanatory strategies used in a set of folk definitions of ideophones are examined: the offering of everyday contexts of use, the use of depictive gestures, and the use of sense relations as semantic anchoring points. Folk definitions help elucidate word meanings that are hard to capture, bring to light cultural background knowledge that often remains implicit, and take seriously the crucial involvement of native speaker consultants in linguistic fieldwork. They provide useful data for language documentation and are an essential element of any toolkit for linguistic and ethnographic field research.
Dingemanse, Mark. 2015. “Folk Definitions in Linguistic Fieldwork.” In Language Documentation and Endangerment in Africa, edited by James Essegbey, Brent Henderson, and Fiona McLaughlin, 215–38. Amsterdam: John Benjamins. doi:10.1075/clu.17.09din (PDF)
Jerome Bruner (who turns 100 today!) writes in his 1983 autobiography (emphasis in original):
“How puzzling that there should be so much emphasis … on the underlying genetic program that makes language acquisition possible and so little on the ways in which the culture, the parents and more “expert” speakers (including other, older children) help the genetic program to find expression in actual language use. The educational level of parents deeply affects how well, richly and abstractly their children will talk (and listen). It is not just the grammar of sentences that is at issue, but discourse, dialogue, the capacity to interpret spoken and written language.
In the end, I came to the conclusion that the need to use language fully as an instrument for participating in a complex culture (just as the infant uses it to enter the simple culture of his surround) is what provides the engine for language acquisition. The genetic ‘program’ for language is only half the story. The support system is the other half.”
Three decades later, proposals for the other half, what Bruner calls “the engine of language acquisition”, have become increasingly well-articulated and supported by rich empirical data (cf., for instance, all the research reviewed in Tomasello’s (2008) Constructing a language). But the two halves (genetic underpinnings and cultural scaffolding) are still not regularly talking to each other. Indeed they’re frequently pretending that the other half has no story at all… Why?
Bruner, Jerome S. 1983. In Search of Mind: Essays in Autobiography. Alfred P. Sloan Foundation Series. New York u.a: Harper [and] Row.
Together with Giovanni Rossi I’ve organised an invited panel at the 14th International Pragmatic Conference in Antwerp, July 2015. Contributors include Jörg Zinken & Arnulf Deppermann; Sandy Thompson & Yoshi Ono; Stef Spronck; Giovanni Rossi, Simeon Floyd, Julija Baranova, Joe Blythe, Mark Dingemanse, Kobin Kendrick & N.J. Enfield; Ilana Mushin; and Mark Dingemanse. More information here.
Charles F. Hockett (1916-2000) is well-known for his work on the design features of language. Many linguists will know his 1960 article in Scientific American1 in which thirteen design features are nicely illustrated (though Hockett himself preferred the more developed 1968 version co-authored with Altmann).
Hockett worked in many areas of linguistics, from phonology to morphology and from linguistic anthropology to semantics. One of his later books — which I came across while doing research for our new book series Conceptual Foundations of Language Science — has the intriguing, slightly cumbersome title “Refurbishing our Foundations: Elementary Linguistics from an Advanced Point of View”.
In this book, written towards the end of a long career, Hockett takes a birds’ eye view of the field of linguistics and presents his own perspective, which is often sensible, sometimes a bit idiosyncratic, and always interesting. The introduction is pleasantly constructive, in contrast to some other approaches (Hornstein, “Against open-mindedness” comes to mind). Hockett’s observations on the “eclipsing stance” are as relevant today as they were three decades ago. So here is Hockett on open-mindedness:
No one in any culture known to us denies the importance of language. Partly because it is important, partly just because, like Mount Everest, it is there, we should like to know how it works. To that end, people from time immemorial have examined it or speculated about it, trying to come up with cogent commentary.
What one sees of language, as of anything, depends on the angle of view, and different explorers approach from different directions. Unfortunately, sometimes they become so enamored of their particular approach that they incline to scoff at any other, so that instead of everybody being the richer for the variety, everybody loses. That attitude has been called the “eclipsing stance.”
The early followers of Noam Chomsky adopted this stance, but they were by no means the first: some of us post-Bloomfieldians came close to it in the 1940s (though Leonard Bloomfield himself never did), and so, apparently, did the Junggrammatiker in the late 1870s. But it is a wrong position to take, even toward those who have themselves assumed it. It is obviously impossible to see all of anything from a single vantage point. So it is never inappropriate to seek new perspectives, and always unseemly to derogate those favored by others. Or, to use a different figure: the blind man touching the tail has reason to say an elephant is like a rope, but no right to claim an elephant is not also like a wall or a tree-trunk or a snake.
I don’t mean we shouldn’t be critical. I do mean we should try to be most wary just of those propositions that we ourselves hold, or have held, closest to our hearts — above all, those we come to realize we have been taking for granted. Scientific hypotheses are formulated not to be protected but to be attacked. The good hypothesis defends itself, needing no help from enthusiastic partisans.
Hockett, Charles F. “The Origin of Speech.” Scientific American 203, no. 3 (1960): 89–96.
Hockett, Charles F., and Stuart A. Altmann. “A Note on Design Features.” In Animal Communication: Techniques of Study and Results of Research, edited by Thomas Sebeok, 61–72. Bloomington: Indiana University Press, 1968.
Hockett, 1987, Refurbishing our Foundations. Amsterdam: John Benjamins.
Two months ago we started a new book series with the innovative open access publisher Language Science Press: Conceptual Foundations of Language Science. We’re proud to announce that the series published its first book this week. The book, Natural causes of language is introduced here by Nick Enfield:
Conceptual Foundations of Language Science publishes short and accessible books that explore well-defined topics in the conceptual foundations of language science. The series provides a venue for conceptual arguments and explorations that do not require the traditional book-length treatment, yet that demand more space than a typical journal article allows. Books in the series are peer-reviewed, ensuring high scholarly quality; and they are open access, ensuring universal availability.
The editorial board of the series spans the full diversity of the language sciences, from phonology to syntax and semantics, from grammar to discourse, and from generative to functional and typological approaches to language: Balthasar Bickel (University of Zürich), Claire Bowern (Yale University), Elizabeth Couper-Kuhlen (University of Helsinki), William Croft (University of New Mexico), Rose-Marie Déchaine (University of British Columbia), William A. Foley (University of Sydney), William F. Hanks (University of California at Berkeley), Paul Kockelman (Yale University), Keren Rice (University of Toronto), Sharon Rose (University of California at San Diego), Frederick J. Newmeyer (University of Washington), Wendy Sandler (University of Haifa), and Dan Sperber (Central European University, Budapest).
Two basic ideas underlie the series. The first is that in times of empirical advances and methodological innovations, it is especially important to be clear and explicit about conceptual foundations. As we write in the series blurb, “In language science, our concepts about language underlie our thinking and organize our work. They determine our assumptions, direct our attention, and guide our hypotheses and our reasoning. Only with clarity about conceptual foundations can we pose coherent research questions, design critical experiments, and collect crucial data.”
The second idea is to take advantage of the affordances of open access publishing and step in a market gap left by commercial publishers. As we explain: “Traditional publishers tend not to publish very short books. The reasons are economic. With open-access, the problem does not arise. One benefit of the short format is that the book is accessible and quickly readable. Another is that authors will find writing such a book attractive because it is manageable, given the usual time constraints, especially for more senior authors.”
Do you have an idea for a book, or do you have a manuscript which would fit the goals of the series? Consider submitting it to Conceptual Foundations of Language Science. You’ll find further information on the website. Also check out Language Science Press, the visionary open access publishing house that hosts our series as well as a dozen others.