Learning semantic relationships and syntactic roles in a simple recurrent network

In recent years there has been growing interest in using connectionist techniques for natural language processing (NLP) (Sharkey 1990, 1992). The most interesting features of connectionist techniques include noise resistance, learning behaviour, neural plausibility, associative retrieval and knowledge integration.