Distributed Representations, Simple Recurrent Networks, And Grammatical Structure
Machine Learning - Connectionist approaches to language learning
A connectionist language generator
A connectionist language generator
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In this paper we describe a neural networks approach to generation. The task is to generate sentences with hotel-information from a structured database. The system is inspired by Karen Kukich's ANA, but expands on it by adding generality in the form of language independence in representations and lexical look-up.