Simulating the Emergence of Grammatical Agreement in Multi-Agent Language Games

Beuls, Katrien; Höfer, Sebastian

doi:10.5591/978-1-57735-516-8/IJCAI11-022

Simulating the Emergence of Grammatical Agreement in Multi-Agent Language Games

Katrien Beuls, Sebastian Höfer

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Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence. Pages 61-65.

https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-022

Abstract

Grammatical agreement is present in many of the world's languages today and has become an essential feature that guides linguistic processing. When two words in a sentence are said to agree, this means that they share certain features such as gender, number, person or others. The primary hypothesis of this paper is that marking agreement within one linguistic phrase reduces processing effort as phrasal constituents can more easily be recognized. The drive to reduce processing effort introduces the rise of agreement marking in a population of multiple agents by means of an incrementally aligned mapping between the most discriminatory features of a particular linguistic unit and their associative markers. A series of experiments compare feature selection methods for one-to-one agreement mappings, and show how an agreement system can be bootstrapped.

Katrien Beuls, and Sebastian Höfer. 2011. Simulating the Emergence of Grammatical Agreement in Multi-Agent Language Games. In Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, IJCAI-11. IJCAI, 61–65. https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-022

@inproceedings{ijcai2011p22,
  title     = {Simulating the Emergence of Grammatical Agreement in Multi-Agent Language Games},
  author    = {Beuls, Katrien and Höfer, Sebastian},
  booktitle = {Proceedings of the Twenty-Second International Joint Conference on
               Artificial Intelligence, {IJCAI-11}},
  publisher = {AAAI Press/International Joint Conferences on Artificial Intelligence},
  editor    = {Toby Walsh},
  pages     = {61--65},
  year      = {2011},
  month     = {7},
  doi       = {10.5591/978-1-57735-516-8/IJCAI11-022},
  url       = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-022},
}

TY  - CPAPER
TI  - Simulating the Emergence of Grammatical Agreement in Multi-Agent Language Games
AU  - Beuls, Katrien
AU  - Höfer, Sebastian
T2  - Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, IJCAI-11
PB  - AAAI Press/International Joint Conferences on Artificial Intelligence
PY  - 2011
SP  - 61
EP  - 65
DO  - 10.5591/978-1-57735-516-8/IJCAI11-022
UR  - https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-022
ER  -