Pieter Wellens

Artificial Intelligence Laboratory
Vrije Universiteit Brussel (VUB)
Pleinlaan 2
1050 Brussels
My main research focus is on the emergence and evolution of grammar. According to the functional approach to language evolution (inspired by cognitive linguistics and construction grammar), grammar arises to deal with issues in communication among autonomous agents, particularly maximisation of communicative success and expressive power and minimisation of coginitive effort. My experiments in the emergence of grammar hence start from a simulation of communicative exchanges between embodied agents, and then show how a particular issue that arises can be solved or partially solved by processes of grammaticalisation.
In more detail I focus on the issue of search during parsing and interpretation. Multiple hypotheses arise in parsing when the same syntactic pattern can be used for multiple purposes or when one syntactic pattern partly overlaps with another one. At the AI-Lab we use two highly sophisticated tools for doing our experiments, semantic aspects are handled through grounded procedural semantic based on a constraint language called the Incremental Recruitment Language (IRL). Lexicon and grammar use the Fluid Construction Grammar framework (FCG). These frameworks are now combined into one which we call Babel 2.
Publications
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(2012). Multi-Dimensional Meanings in Lexicon Formation. In , Experiments in Cultural Language Evolution (p. 143-166). Amsterdam.
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(2012). Diagnostics and Repairs in Fluid Construction Grammar. In , Language Grounding in Robots. Berlin.
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(2012). Fluid Construction Grammar: The New Kid on the Block. In Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics. Avignon.
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(2012). Fluid Construction Grammar on Real Robots. In , Language Grounding in Robots. Berlin.
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(2011). Organizing Constructions in Networks. In , Design Patterns in Fluid Construction Grammar (p. 181-202). Amsterdam.
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(2010). Linking Constructions and Categories: A Case Study for Hungarian Object Agreement. In Book of Abstracts of the Sixth International Conference on Construction Grammar (p. 44–45).
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(2010). Priming through Constructional Dependencies: a case study in Fluid Construction Grammar. In , The Evolution of Language ( EVOLANG8) (p. 344-351).
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(2008). Coping with Combinatorial Uncertainty in Word Learning: A Flexible Usage-Based Model. In , The Evolution of Language. Proceedings of the 7th International Conference (EVOLANG 7) (p. 370–377). Singapore.
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(2008). The Babel2 Manual. Brussels.
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(2007). Multi-Level Selection in the Emergence of Language Systematicity. In , Advances in Artificial Life (ECAL 2007) (p. 421–434). Berlin.
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(2007). Scaffolding Language Emergence Using the Autotelic Principle. In IEEE Symposium on Artificial Life 2007 (Alife 07) (p. 325–332). Honolulu, HI.
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(2006). How Grammar Emerges to Dampen Combinatorial Search in Parsing. In , Symbol Grounding and Beyond. Proceedings of the Third EELC (p. 76–88). Berlin.
Research projects
Courses
News
- VUB AI Lab in latest issue of Datanews (17 Apr 2012)
- PhD Defense by Pieter Wellens (15 Feb 2012)
