Interactive natural language acquisition in a multi-modal recurrent neural architecture
نویسندگان
چکیده
منابع مشابه
Interactive natural language acquisition in a multi-modal recurrent neural architecture
The human brain is one of the most complex dynamic systems that enables us to communicate in natural language. We have a good understanding of some principles underlying natural languages and language processing, some knowledge about socio-cultural conditions framing acquisition, and some insights about where activity is occurring in the brain. However, we were not yet able to understand the be...
متن کاملNatural language acquisition in recurrent neural architectures
English The human brain is one of the most complex dynamic systems that enables us to communicate (and externalise) information by natural language. Our languages go far beyond single sounds for expressing intentions – in fact, human children already join discourse by the age of three. It is remarkable that in these first years they show a tremendous capability in acquiring the language compete...
متن کاملNatural Language Recursion and Recurrent Neural Networks
The recursive structure of natural language was one of the principal, and most telling, sources of diiculty for associationist models of linguistic behaviour. It has, more recently, become a focus in the debate surrounding the generality of neural network models of language, which many would regard as the natural heirs of the associationist legacy. Can neural networks learn to handle recursive ...
متن کاملLingusitic Analysis of Multi-Modal Recurrent Neural Networks
Recurrent neural networks (RNN) have gained a reputation for beating state-of-the-art results on many NLP benchmarks and for learning representations of words and larger linguistic units that encode complex syntactic and semantic structures. However, it is not straight-forward to understand how exactly these models make their decisions. Recently Li et al. (2015) developed methods to provide lin...
متن کاملA Natural Language Architecture
Natural languages are the latest generation of programming languages, which require processing real human natural expressions. Over the years, several groups or researchers have been trying to develop widely accepted natural languages based on Artificial Intelligence (AI). But, no true natural language has been developed. The goal of this work is to design a natural language preprocessing archi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Connection Science
سال: 2018
ISSN: 0954-0091,1360-0494
DOI: 10.1080/09540091.2017.1318357