Evolang Previews: The nomothetic approach to language evolution

Evolang is busy this year – 4 parallel sessions and over 50 posters. We’ll be positing a series of previews to help you decide what to go and see. If you’d like to post a preview of your work, get in touch and we’ll give you a guest slot.

Sean Roberts & James Winters Constructing Knowledge: The nomothetic approach to language evolution
Session 2, Workshop on Constructive Approaches to Language evolution, 13th March

Recently, there’s been a surge in large-scale, cross-cultural statistical studies that look at the co-evolution of language structure are social structure.  These contrast with small-scale case studies on the one hand and computational models on the other.  Lupyan & Dale refer to this approach as ‘Nomothetic’ – looking for general patterns or laws.  For example, they find that the number of speakers of a language correlates with the morphological complexity of that language.  These approaches are cheap, fast and easy to perform.  They use real data, and they might reveal some interesting links that we might want to include in our models.  However, on their own, they have little explanatory power:  We know that group size and morphological complexity are linked, but the statistics don’t tell us why they are linked (see Hannah’s post and my comment, too).

Worse, the amount of data available on the internet and new statistical techniques mean that it’s possible to find some sort of link between any cultural traits (as this set of spurious correlations demonstrates).  For example, there is a robust link between linguistic diversity and the number of road fatalities in a country.  Does this mean that models of linguistic diversity should include a simulation of traffic accidents?  Probably not, but which studies should we pay attention to as modellers?

This talk discusses the new nomothetic approach and presents some criteria to keep in mind when conducting or reviewing a nomothetic study.  We conclude that nomothetic studies can work together with constructive, idiographic and experimental approaches to get a better picture of how language structure and social structure are linked.

You can read our paper here.

Crows

I was sitting around on a park bench somewhere between Shibuya and Shinjuku, killing time between editing my talk slides and actually going to Evolang in Kyoto. I had worked 17 hours on the computer the day before, and had worked around five hours that morning and afternoon, and this was my time to relax and enjoy the sights. So I took off my headphones, and tried to relax. Sadly, ’twas not to be.

For there were crows. Hundreds of crows. A murder of crows. And they kept quorking. The sound was at first soothing, and then perplexing. You see, a hawk flew by, and suddenly the woods exploded went up in raucous derision, before receding again. Later, they were all quorking at the same time. In short, there was some sort of self-maintenance in both the sound levels and in the timing.  It didn’t seem like random effects, and I’m willing to bet it’s not.

I tried to record it, but my computer was nowhere near good enough. To prove my point, try and listen to this: crows. Or take a look at how messy this is.

So, I have two requests for you, O reader: Do you have any long, relatively clean sound files of multiple crows cawing for minutes at a time? Or have you heard of any research on self-regulation of sound volume in corvids? If not, I’ll buy a recorder at some point, and see if I can do this study when I’m next hanging around a constable of ravens again.

Using tools from evolutionary biology in cultural evolution

Levinson & Gray (2012) demonstrate how tools from evolutionary biology can help refine the way we look at human language and human cognition.  Phylogenetic techniques allow researchers to properly control for the fact that languages are related by descent.  More importantly, these tools allow the study of the full variation of linguistic structures, rather than assuming that the majority of linguistic structure is constrained by a limited set of Universal Grammar parameters.  This topic has been discussed before, by the authors and on this blog, but this paper is much more a manifesto for change.

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Evolang Previews: The Evolution of Morphological Agreement

Evolang is busy this year – 4 parallel sessions and over 50 posters.  We’ll be positing a series of previews to help you decide what to go and see.  If you’d like to post a preview of your work, get in touch and we’ll give you a guest slot.

Richard Littauer The Evolution of Morphological Agreement
Every lecture theatre but Lecture Theatre 1, all times except 14:45-15:05, and certainly not on Friday 16th

In this talk I’m basically outlining the debate as I see it about the evolution of morphology, focusing on agreement as a syntactic phenomenon. There are three main camps: Heine and Kuteva forward grammaticalisation, and say that agreement comes last in the process, and therefore probably last in evolution; Hurford basically states that agreement is part of semantic neural mapping in the brain, and evolved at the same time as protomorphology and protosyntax; and then there’s another, larger camp who basically view agreement as the detritus of complex language. I agree with Hurford, and I propose in this paper that it had to be there earlier, as, quite simply put, there is too much evidence for the use of agreement than for its lack. Unfortunately, I don’t have any empirical or experimental results or studies – this is all purely theoretical – and so this is both a work in progress and a call to arms. Which is to say: theoretical.

First, I define agreement and explain that I’m using Corbett’s (who wrote the book Agreement) terms. This becomes relevant up later. Then I go on to cite Carstairs-McCarthy, saying that basically there’s no point looking at a single language’s agreement for functions, as it is such varied functions. It is best to look at all languages. So, I go on to talk about various functions: pro-drop, redundancy, as an aid in parsing, and syntactic marking, etc.

Carstairs-McCarthy is also important for my talk in that he states that historical analyses of agreement can only go so far, because grammaticalisation basically means that we have to show the roots of agreement in modern languages in the phonology and syntax, as this is where they culturally evolve from in today’s languages. I agree with this – and I also think that basically this means that we can’t use modern diachronic analyses to look at proto-agreement. I think this is the case mainly due to Lupyan and Dale, and other such researchers like Wray, who talk about esoteric and exoteric languages. Essentially, smaller communities tend to have larger morphological inventories. Why is this the case? Because they don’t have as many second language learners, for one, and there’s less dialectical variation. I think that today we’ve crossed a kind of Fosbury Flop in languages that are too large, and I think that this is shown in the theories of syntacticians, who tend to delegate morphology wherever it can’t bother their theories. I’m aware I’m using a lot of ‘I think’ statements – in the talk, I’ll do my best to back these up with actual research.

Now, why is it that morphology, and in particular agreement morphology, which is incredibly redundant and helpful for learners, is pushed back after syntax? Well, part of the reason is that pidgins and creoles don’t really have any. I argue that this doesn’t reflect early languages, which always had an n-1 generation (I’m a creeper, not a jerk*), as opposed to pidgins. I also quote some child studies which show that kids can pick up morphology just as fast as syntax, nullifying that argument. There’s also a pathological case that supports my position on this.

Going back to Corbett, I try to show that canonical agreement – the clearest cases, but not necessarily the most distributed cases – would be helpful on all counts for the hearer. I’d really like to back this up with empirical studies, and perhaps in the future I’ll be able to. I got through some of the key points of Corbett’s hierarchy, and even give my one morphological trilinear gloss example (I’m short on time, and remember, historical analyses don’t help us much here.)  I briefly mention Daumé and Campbell, as well, and Greenberg, to mention typological distribution – but I discount this as good evidence, given the exoteric languages that are most common, and complexity and cultural byproducts that would muddy up the data. I actually make an error in my abstract about this, so here’s my first apology for that (I made one in my laryngeal abstract, as well, misusing the word opaque. One could argue Sean isn’t really losing his edge.)

So, after all that, what are we left with? No solid proof against the evolution of morphology early, but a lot of functions that would seem to stand it firmly in the semantic neural mapping phase, tied to proto-morphology, which would have to be simultaneous to protosyntax. What I would love to do after this is run simulations about using invisible syntax versus visible morphological agreement for marking grammatical relations. The problem, of course, is that simulations probably won’t help for long distance dependencies, I don’t know how I’d frame that experiment, and using human subjects would be biased towards syntax, as we all are used to using that more than morphology, now, anyway. It’s a tough pickle to crack (I’m mixing my metaphors, aren’t I?)

And that sums up what my talk will be doing. Comments welcomed, particularly before the talk, as I can then adjust accordingly. I wrote this fast, because I’ll probably misspeak during the talk as well – so if you see anything weird here, call me out on it. Cheers.

*I believe in a gradual evolution of language, not a catastrophic one. Thank Hurford for this awesome phrase.

Selected References

Carstairs-McCarthy, A. (2010). The Evolution of Morphology. Oxford, UK: Oxford University Press.
Corbett, G. (2006). Agreement. Cambridge, UK: Cambridge University Press.
Heine, B., and Kuteva, T. (2007). The Genesis of Grammar. Oxford, UK: Oxford University Press.
Hurford, J.R. (2002). The Roles of Expression and Representation in Language Evolution. In A. Wray (Ed.) The Transition to Language (pp. 311–334). Oxford, UK: Oxford University Press.
Lupan, G. & Dale, R (2009). Language structure is partly determined by social structure Social and Linguistic Structure.

I’m Losing my Science Blogging Edge

Increasing numbers of Language Evolution bloggers are pre-doctorate students.  How must the older net generation feel?

Perhaps like the young upstarts have too much time on their hands …

Yes, it’s a parody of the LCD soundsystem song.  Yes, that’s the Laughing Man icon.

The video was made using the Laughing Man RSS ticker I wrote a while ago.  Source code here.

It’s getting to the point where I’m considering a whole album of Language Evolution Songs.  Anyone else out there have one?

Cultural transmission in flies

Hat-tip to SK for this.

Two recent papers demonstrate that cultural evolution can be studied in the common fly. Battesti et al. (2012) show that Drosophila use social information when deciding where to lay their eggs:

“Taken altogether, these experiments show that D. melanogaster rely more heavily on social information than on personal information when both co-occur and even when they already have personal experience in the environment. When choosing between two equally rewarding oviposition media during the test phase of our experiments, observers tended to emulate the choice of demonstrators with which they spent time during the transmission phase. Considering the short lifespan of Drosophila in nature, rapidly adopting the behavior of the majority may provide an individual with cues to choices that are locally adaptive and prevent costly trial and error.”

In another blow to humanity,  Stoop et al. (2012) (in the brilliantly titled ‘Fly outsmarts man’) claim that an analysis of the mating rituals of Drosophila demonstrate that their body-language has a formal power equal to that of human langauge.  They demonstrate that the sequence of moves in their dances cannot be captured by a regular grammar (a random walk on states of a finite automaton), but must be at least context-free – the same complexity as human speech. In fact, the sequences from males were better captured by a context-sensitive grammar – one step up from us puny humans.  They conclude that “human intellect cannot be the direct consequence of the formal grammar complexity of human language”.

I discover these experiments on the day of the Not Another Lost Generation demonstration against austerity measures which will affect the employment opportunities of young people and students.  And now it seems that we don’t need human experiment participants any more.

Ruedi Stoop, Patrick Nüesch, Ralph Lukas Stoop, Leonid Bunimovich (2012). Fly out-smarts man Populations and Evolution : 1202.5913v1

Battesti, M., Moreno, C., Joly, D., & Mery, F. (2012). Spread of Social Information and Dynamics of Social Transmission within Drosophila Groups Current Biology, 22 (4), 309-313 DOI: 10.1016/j.cub.2011.12.050

Evolang previews: Holistic or synthetic protolanguage: evidence from iterated learning of whistled signals

Guest post by Tessa Verhoef

Evolang is busy this year – 4 parallel sessions and over 50 posters.  We’ll be positing a series of previews to help you decide what to go and see.  If you’d like to post a preview of your work, get in touch and we’ll give you a guest slot.

Tessa Verhoef, Bart de Boer and Simon Kirby Holistic or synthetic protolanguage: evidence from iterated learning of whistled signals.
Lecture room 3, Fri. 16th, 14.25

In this talk we will present results of an iterated learning experiment about the emergence of structure in sets of whistle sounds produced with a slide whistle. We will link these results to the debate on the nature of human protolanguage.

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EvoLang Previews: A Bottom Up Approach to Language Evolution

Evolang is busy this year – 4 parallel sessions and over 50 posters.  Also, the direction of the presentations might have changed between submission and presentation.  We’ll be positing a series of previews to help you decide what to go and see.  If you’d like to post a preview of your work, get in touch and we’ll give you a guest slot.

Sean Roberts  A bottom up approach to language evolution.
Poster session 1, Wed. 14th

This poster outlines my research on evolutionary approaches to bilingualism, and tracks how my research question has changed.  I started out with these questions:

  • Is bilingualism a puzzle for evolutionary linguistics?
  • Were early humans bilingual?
  • Why is there so much linguistic diversity?
  • Is there an evolutionary explanation for the ability to learn two languages simultaneously?

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Proving anything is possible: Poster at Digital Scholarship event

Me and James are presenting a poster at Digital HSS’s Digital Scholarship conference on the nomothetic approach. Here’s a sneaky peek at the current draft of the poster, although who knows how much it’ll change by the time I print it tomorrow!  Some of the themes are referenced in this post.  We’ll also be giving a talk about this topic at EvoLang in the workshop on constructive approaches to language evolution.

23rd Feb, The Business School, Buccleuch Place, University of Edinburgh.  I’ll be there to answer questions during lunch.

Winters, J. & Roberts, S. (2012) Proving anything is possible in the dataverse: Limitations of the nomothetic approach to social science. Presented at Digital Scholarship: a day of ideas, Digital HSS, University of Edinburgh.

Poster below:

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Phonemic Diversity and Vanishing Phonemes: Looking for Alternative Hypotheses

ResearchBlogging.org

In my last post on the vanishing phonemes debate I briefly mentioned Atkinson’s two major theoretical points: (i) that there is a link between phoneme inventory sizes, mechanisms of cultural transmission and the underlying demographic processes supporting these changes; (ii) we could develop a Serial Founder Effect (SFE) model from Africa based on the phoneme inventory size. I also made the point that more work was needed on the details of the first claim before we went ahead and tested the second. To me at least, it seems slightly odd to assume the first model is correct, without really going to any great lengths to disprove it, and then go ahead and commit the statistical version of the narrative fallacy – you find a model that fits the past and use it to tell a story. Still, I guess the best way to get in the New York Times is to come up with a Human Origins story, and leave the boring phonemes as a periphery detail.

Unrealistic Assumptions?

One problem with these unrealistic assumptions is they lead us to believe there is a linear relationship between a linguistic variable (e.g. phoneme inventories) and a socio-demographic variable (e.g. population size). The reality is far more complicated. For instance, Atkinson (2011) and Lupyan & Dale (2010) both consider population size as a variable. Where the two differ is in their theoretical rationale for the application of this variable: whereas the former is interested in how these population dynamics impact upon the distribution of variation, the latter sees social structure as a substantial feature of the linguistic environment in which a language adapts. It is sometimes useful to tell simple stories, and abstract away from the messy complexities of life, yet for the relationships being discussed here, I think we’re still missing some vital points.

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