A structured network architecture for adaptive language acquisition
ICASSP'92 Proceedings of the 1992 IEEE international conference on Acoustics, speech and signal processing - Volume 1
Adaptive language acquisition using incremental learning
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: plenary, special, audio, underwater acoustics, VLSI, neural networks - Volume I
Some experiments in spoken language acquisition
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: plenary, special, audio, underwater acoustics, VLSI, neural networks - Volume I
Visual focus of attention in adaptive language acquisition
ICASSP'93 Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: plenary, special, audio, underwater acoustics, VLSI, neural networks - Volume I
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The problem of building a device that acquires language during the course of performing its task, called learning by doing, is considered. Some basic principles and mechanisms upon which such a device might be constructed are described. In particular, a language acquisition mechanism that is based upon the intuition of building associations between messages and appropriate responses to them and a mechanism for human-machine interaction based on control theory methods are investigated. A conversational-mode system that demonstrates and evaluates the proposed principles and mechanisms is described. Experimental results that validate the approach are reported.