Winners of the Language Evolves competition

Today we announced the results of our short story competition Language Evolves. Over the last year we’ve worked with over 70 sci-fi authors to help them write stories inspired by our research into the evolution of language. The competition was judged by Mary Doria Russell and Gwyneth Lewis, and the winning stories are published today in the New Welsh Review. Find out more about the project at the Language Evolves website.

Aroma Therapy by Sue Dawes is the winner of the English Language competition! An alien visitor attempts to comprehend human life through their highly evolved sense of smell. Read it in the new issue of the New Welsh Review. https://newwelshreview.com/new-welsh-reader

Runner up: The Precious Space by Tim Byrne Inspired by the work of Vinicius Macuch Silva, Yasamin Motamedi and others, a mysterious cave offers two researchers a golden opportunity to create a new way to communicate. Read it at https://newwelshreview.com/new-welsh-reader

Runner up: Artifact of the Anti-Verbal Era by Iulia Teodorescu. Future anthropologists find scraps of evidence from a long forgotten past where talking was prohibited. Read it online here.

Runner up: A Star on the Tongue by Rayn Epremian. Visitors to a hostile world try to communicate with an alien species, and get more than they bargained for. Read it soon in @FusionFragment magazine.

The Winner of our Welsh Language competition is Rhyngwyneb by Ian Richards. A brain-interface programmer gets the chance to change the destiny of her language forever. Read it in Y Stamp.

We’re delighted with our winners and with all the stories we received. It’s been a very exciting project, and we hope to run another competition within the next two years!

In the meantime: Are you a sci-fi author who would like to write about the evolution of language? Check out our Language Evolves website for a crash-course in language evolution, video resources and ways to get in touch with us about your ideas.

Call for Papers: Protolang 7

Protolang Image


The 7th International Conference “Ways to Protolanguage” (http://www.protolang7.org/) is going to take place at the University of Düsseldorf and online from Sept 6 to Sept 8, 2021.

The thematic focus of Protolang is on delineating the socio-cultural, semiotic, symbolic, ecological, genetic, anatomical and neuro-cognitive requirements for evolving (proto)language. Sign use, tools, cooperative breeding, pointing, vocalisation, intersubjectivity, bodily mimesis, planning and navigation are among many examples of such possible factors through which hominins have gained a degree of specificity that is not found in other forms of animal communication and cognition. We aim at identifying the proximate and ultimate causes as well as the mechanisms by which these requirements evolved; evaluating the methodologies, research tools and simulation techniques; and enabling extended and vigorous exchange of ideas across disciplinary borders.

Keynote speakers of Protolang 7 and their main research areas:

  • Michel DeGraff (Massachusetts Institute of Technology)
    Linguistic theory, creole studies, language and education
  • Katja Liebal (Leipzig University)
    Human biology and primate cognition
  • Asifa Majid (University of York)
    Psychology of language and communication
  • Albert Newen (Ruhr University Bochum)
    Philosophy of mind
  • Cailin O’Connor (University of California Irvine)
    Philosophy of science and evolutionary game theory
  • Asli Ozyurek (Max-Planck-Institute for Psycholinguistics Nijmegen)
    Multimodal language processing

We invite scholars from linguistics, behavioral science, cognitive science and related disciplines to contribute experimental and theoretical research. Please submit abstracts of up to 500 words, excl. references, via easychair (https://easychair.org/conferences/?conf=protolang7). There are no speficic formatting guidelines for abstracts at this point, except that they should be fully anonymous.

  • Deadline for submission: February 28th 2021
  • Notification: March 2021

Multiple submissions: Any individual may submit up to two single-authored or first-authored abstracts. There are no limits for co-authored abstracts.

Note on Covid-19:
We are very much aware that it is currently far from clear whether Protolang 7 can take place as a physical conference. The current plan is a hybrid format with an online track and an on-site track, but we are prepared to make it a fully virtual conference if necessary.

Survey on researcher’s estimations of translatability of different semantic domains

Last week, Bill Thompson, Gary Lupyan and I published a paper using word embeddings to look at semantic similarity between languages (copy of paper here). We showed that some semantic domains are more closely aligned (i.e., are more translatable) than other domains.

But what would linguists actually predict? Before the paper was released, Bill and Gary ran a survey of linguists, asking them to predict our results. Gary tweeted the results, and I’ve collected them here (text and graphs by Gary).

Survey results

Prior to the paper being published, we conducted a survey asking people to indicate what they thought were the most and least translatable domains:

Continue reading

Divergence and Reticulation in Cultural Evolution

That’s the title of my latest working paper. You can download it here: https://www.academia.edu/41095277/Divergence_and_Reticulation_in_Cultural_Evolution_Some_draft_text_for_an_article_in_progress.

And you can participate in a discussion of it here: https://www.academia.edu/s/9b97738023.

Abstract, Contents, and introductory material below.


* * * * *


Abstract: In a recent review of articles in computational criticism Franco Moretti and Oleg Sobchuk bring up the issue of tree-like (dendriform) vs. reticular phylogenies in biology and pose the question for the form taken by the evolution of cultural objects: How is cultural information transmitted, vertically (leading to trees) or horizontally (yielding webs)? Dendriform phylogenies are particularly interesting because one can infer the phylogenetic history of an ensemble of species by examining the current state. The horizontal transmission of information in webs obscures any historical signal. I examine a few cultural examples in some detail, including jazz styles and natural language, and then take up the 3300 node graph Matthew Jockers (Macroanalysis 2013) used to depict similarity relationships between 3300 19th century Anglophone novels. The graph depicts a web-like mesh of texts but, uncharacteristically of such patterns, also exhibits a strong historical signal. (Just how that is possible is the subject of another draft.)


Contents
What’s Up? 1
The need for theory: Cultural evolution 2
Trees, Nets, and Inheritance in Biology 4
Divergence and reticulation in culture 7
Jockers’ Graph, a reticulate network 18 Appendix: A quick guide to cultural evolution 22  


What’s Up?
In the past year we have had two reviews of recent work in computational criticism:

Nan Z. Da, The Computational Case against Computational Literary Studies, Critical Inquiry 45, Spring 2019, 601-639.
Franco Moretti and Oleg Sobchuk, Hidden in Plain Sight: Data Visualization in the Humanities, New Left Review 118, July August 2019, 86-119.

Though both are critical of that work, they are quite different in tone and intent. Da is broadly dismissive and sees little value in it. Moretti and Sobchuk see considerable value in the work, but are disappointed that it is largely empirical in character, failing to articulate a theoretical superstructure that deepens our understanding of literary history.

I’ve been working on a critique of those papers which seems to have expanded into a primer on thinking about literary culture as an evolutionary phenomenon. I’m currently imaging that the final article will have five parts:

  1. Genealogy in literary history
  2. Unidirectional trends in cultural evolution
  3. Jockers’ Graph: Direction in the 19th century Anglophone novel
  4. Expressive culture as a force in history
  5. A quick guide to cultural evolution for humanists

I have already posted draft material for the second part of the article, which centers on a graph from Matthew Jockers’ Macroanalysis (2013) [1].

That graph was my central concern from the beginning. It is the most interesting conceptual object I’ve seen in computational criticism, but it is easily misunderestimated and glossed over – as far as I know Da’s understandable but unfortunate dismissal is the only treatment of it in the referred literature. The problem, it seems to me, is that a proper appreciation of it requires a conceptual framework that doesn’t exist in the literature. My objective, then, is to begin assembling such a framework.

Moretti and Sobchuk didn’t mention it at all as their review was confined to journal articles. But it merits consideration in a framework that did establish in their review, if only barely. The invoke a distinction from evolutionary biology, that between tree-like (dendriform) phylogenies and free-form or web-like phylogenies, and suggest that it is important for understanding the relationship between literary for and history (pp. 108 ff.). Jockers graph is web-like network of texts but it exhibits an important feature of dendriform phylogenies, it displays a strong temporal signal. Thus a discussion of issues raised by Moretti and Sobchuk is a good way to begin constructing the missing conceptual framework.

This document consists of draft material for the discussion, the first part of the planned article, and the fifth part. The fifth part, the appendix is straight forward, and I have included it the end of this document. Once I have discussed the issue of dendriform vs. web-like relationships I introduce Jockers’s graph.

In the second part of the article, unidirectional trends in cultural evolution, I plan to say a few words about time and directionality. I will then take up a number of the examples Moretti and Sobchuk review in their article. While they don’t frame them as evidence for unidirectional trends, that is what they are. From my point of view that’s the most interesting and important aspect of their review, they gather those articles into one place. I will be placing those articles in the context of other work showing unidirectional trends.

I don’t yet know whether I’ll post draft materials on the second and fourth sections before drafting the whole article.

The need for theory: Cultural evolution

Now let us turn to Moretti and Sobchuk. Here is their penultimate paragraph (112-113):


Tree-like, linear, reticulate . . . why should we even care about the shape of cultural history? We should, because that shape is implicitly a hypothesis about the forces that operate within history; the tentative, intuitive beginning of a theoretical framework. ‘Theories are, even more than laboratory instruments, the essential tools of the scientist’s trade’, wrote Thomas Kuhn over a half century ago; too bad we didn’t heed his advice. Although the crass anti-intellectualism of Wired—‘correlation is enough’, ‘the scientific method is obsolete’—has fortunately remained an exception, what seems to have happened is that, as the amount of quantitative evidence at our disposal was increasing, our attempts at in-depth explanations were losing their strength. Disclaimers, postponements, ad hoc reactions, false modesty, leaving inferences ‘for another day’ . . . such have been, far too often, our inconclusive conclusions.


Ah, “the forces that operate within history”, that’s what we’re after, no? And we’re not going to get there without theory, yes?

I believe that that theory will be about culture as an evolutionary phenomenon. It is clear that both Moretti and Sobchuk believe that as well, but they do not introduce or frame their essay that way. They introduce it as a methodological inquiry into the use of visualization. It is only as the essay unfolds that evolution emerges as an ideational engine parallel to if not quite driving their interest in visualization.

Accordingly it is necessary to make some preliminary remarks about cultural evolution. Work in cultural evolution has blossomed in the last quarter century but:

While humanities and social science scholars are interested in complex phenomena—often involving the interaction between behaviour rich in semantic information, networks of social interactions, material artefacts and persisting institutions—many prominent cultural evolutionary models focus on the evolution of a few select cultural traits, or traits that vary along a single dimension […]. Moreover, when such models do build in more traits, these typically are taken to evolve independently of one another […]. Within cultural evolutionary theory, this strategy holds that the dynamics and structure of cultural evolutionary phenomena can be extrapolated from models that represent a small number of cultural traits interacting in independent (or non-epistatic) processes. This kind of strategy licences the modelling of simple trait systems, either with an eye to describing the kinematics of those simple systems, or to illuminate the evolution and operation of mechanisms underpinning their transmission […]. [2]

Hence, if students of literature want to think about culture as a phenomenon of evolutionary processes, we will not find suitable models and methods in existing work on cultural evolution. Though we certainly need to be aware of and conversant with that work, we are going to have to construct models and methods suitable to our material. That is the primary objective of this essay. To that end, then, I will be introducing a several of examples of work on cultural evolution in other domains.

Biologists, of course, has been developing evolutionary theory over the last half century. While they agree on basic issues, many details are still under contention. When we, then, as students of literary culture set out to adapt evolutionary theory to the analysis of literary phenomena, just what do we take from biological thinking and how do we do it? Various approaches exist in the general cultural literature, but this is hardly the place to sort through them – though I have prepared a brief appendix with pointers into those discussions. What Moretti and Sobchuk seem to have taken over is the distinction between tree-like lineages and more chaotic, network-like lineages. So that’s where I will start.

Where I am going, though, is toward an argument which says that that distinction is a reflection of the mechanisms that underlie the evolutionary process and it is to those mechanisms that we must look in adapting evolutionary theory to the study of human culture. Cultural evolution unfolds though collectivities of human minds, and they give cultural evolution a different texture, if you will, and different large scale patterns.


References

[1] On the direction of literary history: How should we interpret that 3300 node graph in Macroanalysis, Version 2, https://www.academia.edu/40550795/On_the_direction_of_literary_history_How_should_we_interpret_that_3300_node_graph_in_Macroanalysis_Version_2.

[2] Buskell, A., Enquist, M. & Jansson, F. A systems approach to cultural evolution. Palgrave Commun 5, 131 (2019) pp. 4-5, doi:10.1057/s41599-019-0343-5 https://rdcu.be/bVNtP.

A quick guide to cultural evolution for humanists

I’m currently working on a long article in which I review two recent critiques of computational criticism (one by Nan Z. Da and the other by Franco Moretti and Oleg Sobchuk). Moretti and Sobchuk introduce cultural evolution into their discussion, but don’t say much about it, and I’m suspect that their audience, and mine, is unfamiliar with current work in the area. Accordingly I’ve decided to prepare a brief appendix to serve as a guide. Since I will be citing my own work in my article, and further developing my views, I do not mention it in this guide.


Much of the recent work on cultural evolution is empirical; researchers count things and see how they behave over time. This work requires minimal commitment to a specific theory or model of how cultural evolution works. That is perhaps wise, as there is no consensus on how to relate the relevant biological concepts to cultural entities and processes. These questions can help you organize and sort through the different conceptualizations.

1. What is the target/beneficiary of the evolutionary dynamic?

Is it a human or collection of humans that benefits directly or is it the cultural entity itself. “Directly” is the key word, as humans must ultimately benefit, otherwise cultural evolution is just a waste of biological resources. To the extent that there is a “mainstream” approach it is something called “gene-culture coevolution” or “dual inheritance theory.” In this approach humans are the direct beneficiaries of cultural success.

When Richard Dawkins proposed the meme as a cultural replicator in The Selfish Gene (1976) he proposed that the meme itself was the direct beneficiary of evolution. This allows for a potential conflict between cultural and biological evolution. A cultural trait like celibacy among the religious, for example, would seem to conflict with a biological ‘imperative’ to reproduce.

2. Replication (copying) or (re)construction.

Independently of the first question, how is the cultural entity transmitted from one person to another? Is it a process of imitation or reconstruction? Genes replicate through a process of copying, hence Dawkins’ choice of a term, “meme”, to suggest that. He sees genes as cultural replicators, and many researchers agree with this.

In 1996 Dan Sperber published Explaining Culture in which he argued that, no, cultural entities aren’t copied. Rather they’re reconstructed. Hence instances will differ from one another.

3. Is there a meaningful distinction comparable to the biological distinction between phenotype and genotype?

As far as I can tell, this distinction has little meaning for those focusing on empirical work. They count what they can count. And it doesn’t seem to have much purchase among adherents of gene-cultural coevolution or dual-inheritance theory. For these investigators we have populations of humans on the one hand, and cultural entities on the other. At this level of abstraction those cultural entities are all of the same kind.

The distinction comes into play when you take the position that cultural entities themselves are the direct beneficiaries of the evolutionary process. Dawkins sometimes talks of memes as though they are comparable to biological genes, implying that there are phenotypic entities as well. Other times, however, he talks of memes as viruses, in which case there is no phenotypic entity. As far as I can tell, Sperber doesn’t make this distinction either.

4. Are the genetic elements of culture inside people’s heads or are they in the external environment?

Dawkins was ambiguous on this point in The Selfish Gene. There is a strong tendency to conceptualize culture’s genetic entities, if you will, as being inside people’s heads. Most meme advocates do, and I believe that Sperber and his followers do as well. But one can take another position, that the culture’s genetic entities are in the external world in one form or another. That’s the position I take.

What to read?

I would recommend that humanists with no background in evolutionary thought start with Gary Taylor’s Cultural Selection: Why Some Achievements Survive The Test Of Time And Others Don’t (Basic Books: 1996). It side-steps the theoretical mess around and about those four questions and discusses a lot of examples. I read it years ago and so don’t recall any specifics, but this publisher’s blurb seems reasonable:

[Taylor] argues that culture is not what was done, but what is remembered and that the social competition among different memories is as dynamic as the biological struggle for survival. Taylor builds his argument on a broad base of cultural achievements, from Michelangelo to Frankenstein, from Shakespeare to Casablanca, from Freud to Invisible Man. He spans the continents to draw upon Japanese literature, Native American history, ancient Greek philosophy, and modern American architecture.

What’s next? I would suggest: Laland, K. M. and G. R. Brown, Sense and Nonsense: Evolutionary Perspectives on Human Behavior, (Oxford University Press: 2002). That’s the edition I read, but there is a second edition published in 2011. Laland and Brown cover not only cultural evolution in its various conceptual forms, but evolution and human behavior more generally, including sociobiology, behavioral ecology, and evolutionary psychology. As I recall, the title is apt, sense and nonsense.

Then you might want to look at a relatively short document (37 pp.) giving summaries and positions articulated in a workshop Daniel Dennett convened in 2010. It was held at the Santa Fe Institute in New Mexico. Participants: Dan Dennett, Susan Blackmore, Rob Boyd, Nicolas Cladière, Peter Godfrey-Smith, Joseph Henrich, Olivier Morin, Peter Richerson, Dan Sperber, and Kim Sterelny. They run through various issues centered on the second question above. The document is published by the International Cognition & Culture Institute (founded by Dan Sperber) as Cultural Evolution Workshop (2010) at this link, http://cognitionandculture.net/ebooks/. You can download it as a PDF or iBook.

For gene-culture coevolution and/or dual inheritance I would recommend Alexander Mesoudi, Cultural Evolution: How Darwinian Theory Can Explain Human Culture and Synthesize the Social Sciences (University of Chicago Press: 2011). This is only moderately technical.

If you want to further investigate memetics, you should start with Dawkins, The Selfish Gene. It’s been reissued several times; any edition will do. Read the whole thing, not just the memetics chapter; that will give you a better understanding of what was on his mind when he posited the existence of memes. Once you’ve read that you should read this paper, Jeremy Trevelyan Burman, The misunderstanding of memes: Biography of an unscientific object, 1976-1999, Perspectives on Science 2012, vol. 20, no. 1, pp. 75-104. Burman explains how the concept went from a relatively informal and ambiguous idea to the popular concept of a viral agent moving from mind to mind. Also look at Derek Gatherer, Why the ‘Thought Contagion’ Metaphor is Retarding the Progress of Memetics, Journal of Memetics-Evolutionary Models of Transmission, vol. 2, 1998, pp. 1-21, http://cfpm.org/jom-emit/1998/vol2/gatherer_d.html. Gatherer argues against the idea that culture’s genetic elements are entities in the brain/mind.

Dan Sperber’s book – Explaining Culture: A Naturalistic Approach (Wiley: 1996) – is relatively short and quite readable. He talks of an epidemiology of representations and adopts the term “attractor” from complex dynamics. A cultural attractor is a bit like a Platonic Ideal (though I suspect Sperber would reject the comparison); it is a form toward which cultural entities evolve according to factors of attraction. These factors might be some psychological preferences and/or environmental features that favor a cultural entity. This approach has come to be known as cultural attraction theory (CAT).

For a different take on the subject you can read Robert Wright, Nonzero: The Logic of Human Destiny (New York, Pantheon Books: 1999). Wright is working outside the nexus of the four questions I’ve listed above. He takes a long view of human history, from origins up to the present, and argues that we are moving toward ever more sophisticated modes of cooperative interaction. His title, NonZero, is a term from game theory. A zero sum game is one where one party’s gain is necessarily another party’s loss. A nonzero sum game, in contrast, is one where all parties can come out better than they were before entering into the interaction. Wright’s other point of departure is an empirical literature in anthropology and archaeology that dates mostly to the third quarter of the previous century. These scholars were interested in measuring the cultural complexity of existing, but also historical, societies and developed sophisticated statistical tools for doing so. Wright then argues that culture evolves toward more complex forms with more cooperative interactions between people.

As a bonus, you might want to look through the archives of the listserve associated with the Journal of Memetics – Evolutionary Models of Information Transmission, which was published from 1997 to 2005. It was an online journal, here: http://cfpm.org/jom-emit/. The list is archived here: http://cfpm.org/~majordom/memetics/about.html#archives.

Finally, the Cultural Evolution Society was founded a couple of years ago: https://culturalevolutionsociety.org/.