M.S. Thesis: Evolution of Compositionality with a Bag of Words Syntax. Koç University Department of Computer Engineering, August 2008. (Download PDF).
In the last two decades, the idea of an emerging and evolving language has been studied thoroughly. The main question behind this kind of studies is how a group of humans reaches an agreement on the phonology, lexicon and syntax. The improvements in computational tools led the researchers build and test models that have been ran computer simulations to answer the question. Although the models are mere reflections of the reality, the results have been often useful and insightful. This dissertation follows the same line and proposes a new model, tested in a game based simulation methodology. Besides, this work tries to fill the gap in the studies of lexicon compositionality and proposes a plausible explanation for the transition from single word naming to multi word naming. The direction of the results is in line with the previous research such as the emergence of a stable and communicative language. Moreover compositionality in lexicon is observed with a very simple bag of words syntax. The parameters influencing the results are analyzed in depth. Even though the model does not meet the standards of the real world, future work hints insightful facts about the transition from single word naming to syntax.
A selection of Evolution of Language Resources
Biannual Evolution of Language Conference: evolang 2008
University of Edinburgh, Language Evolution and Computation Research Unit
The book Language Evolution by Morten Christiansen and Simon Kirby
A PhD thesis by Joris van Looveren, Design and Performance of Pre-Grammatical Language Games