TY - JOUR
T1 - What is needed for a robot to acquire grammar? Some underlying primitive mechanisms for the synthesis of linguistic ability
AU - Lyon, Caroline
AU - Sato, Yo
AU - Saunders, Joe
AU - Nehaniv, Chrystopher L.
N1 - © 2009 IEEE.
PY - 2009/10/1
Y1 - 2009/10/1
N2 - A robot that can communicate with humans using natural language will have to acquire a grammatical framework. This paper analyses some crucial underlying mechanisms that are needed in the construction of such a framework. The work is inspired by language acquisition in infants, but it also draws on the emergence of language in evolutionary time and in ontogenic (developmental) time. It focuses on issues arising from the use of real language with all its evolutionary baggage, in contrast to an artificial communication system, and describes approaches to addressing these issues. We can deconstruct grammar to derive underlying primitive mechanisms, including serial processing, segmentation, categorization, compositionality, and forward planning. Implementing these mechanisms are necessary preparatory steps to reconstruct a working syntactic/semantic/pragmatic processor which can handle real language. An overview is given of our own initial experiments in which a robot acquires some basic linguistic capacity via interacting with a human.
AB - A robot that can communicate with humans using natural language will have to acquire a grammatical framework. This paper analyses some crucial underlying mechanisms that are needed in the construction of such a framework. The work is inspired by language acquisition in infants, but it also draws on the emergence of language in evolutionary time and in ontogenic (developmental) time. It focuses on issues arising from the use of real language with all its evolutionary baggage, in contrast to an artificial communication system, and describes approaches to addressing these issues. We can deconstruct grammar to derive underlying primitive mechanisms, including serial processing, segmentation, categorization, compositionality, and forward planning. Implementing these mechanisms are necessary preparatory steps to reconstruct a working syntactic/semantic/pragmatic processor which can handle real language. An overview is given of our own initial experiments in which a robot acquires some basic linguistic capacity via interacting with a human.
KW - Cognitive development
KW - Developmental robotics
KW - Grammar
KW - Human-robot interaction
KW - Intelligent robots
KW - Language
UR - http://www.scopus.com/inward/record.url?scp=77955673525&partnerID=8YFLogxK
U2 - 10.1109/TAMD.2009.2037731
DO - 10.1109/TAMD.2009.2037731
M3 - Article
AN - SCOPUS:77955673525
SN - 1943-0604
VL - 1
SP - 187
EP - 195
JO - IEEE Transactions on Autonomous Mental Development
JF - IEEE Transactions on Autonomous Mental Development
IS - 3
M1 - 5345730
ER -