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Emergence of language in interactive systems

conference contribution
posted on 2023-06-08, 08:33 authored by Luc BerthouzeLuc Berthouze, M Pic
With computer systems increasingly evolving into personal interactive systems, an important issue becomes their ability to closely interact with humans. The authors discuss the emergence of language in interactive systems by grinding a continuously evolving lexicon into perceptual categories. Taking inspiration from mother-child interaction in early infancy, we derive a neural architecture based on CALM neural networks and place it in interactive situations modeled as "language games" between computational agents. We discuss the implementation of the system being developed and analyze the experimental results in terms of stability/plasticity of the categories and lexicon.

History

Publication status

  • Published

Journal

2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace

ISSN

1062-922X

Publisher

IEEE Press

Volume

1

Pages

6.0

Event name

IEEE International Conference on Systems, Man, and Cybernetics

Event location

Tucson, AZ

Event type

conference

Event date

7-10 OCtober 2001

ISBN

0780370872

Department affiliated with

  • Informatics Publications

Full text available

  • No

Peer reviewed?

  • Yes

Legacy Posted Date

2012-02-06

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