ANNABELL, a cognitive system able to learn different languages

Jorgji, J, Golosio, B, Cangelosi, A and Masala, G ORCID: https://orcid.org/0000-0001-6734-9424 (2018) ANNABELL, a cognitive system able to learn different languages. In: 17th international conference on new trends in Intelligent Software Methodology, Tools and Techniques (SoMeT18), 26 September 2018 - 28 September 2018, Granada, Spain.

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Abstract

© 2018 The authors and IOS Press. All rights reserved. ANNABELL is a cognitive system entirely based on a large-scale neural architecture capable of learning to communicate through natural language starting from a tabula rasa condition. In order to shed light on the level of cognitive development required for language acquisition, in this work the model is used to study the acquisition of a new language, namely Albanian, in addition to English. The aim is to evaluate in a completely different and more complex language the ability of the model to acquire new information through several examples introduced in the new language and to process the acquired information, answering questions that require the use of different language patterns. The results show that the system is capable of learning cumulatively in either language and to develop a broad range of language processing functionalities in both languages.