TY - GEN
ID - cogprints2646
UR - http://cogprints.org/2646/
A1 - Mayberry, Marshall R.
A1 - Miikkulainen, Risto
Y1 - 1999///
N2 - Simple Recurrent Networks (SRNs) have been widely used in natural language tasks. SARDSRN extends the SRN by
explicitly representing the input sequence in a SARDNET self-organizing map. The distributed SRN component leads to good generalization and robust cognitive properties, whereas the SARDNET map provides exact representations of the sentence constituents. This combination allows SARDSRN to learn to parse sentences with more complicated structure than can the SRN alone, and suggests that the approach could scale up to realistic natural language.
KW - SardSrn Shift-Reduce Parser
TI - SARDSRN: A NEURAL NETWORK SHIFT-REDUCE PARSER
SP - 820
AV - public
EP - 825
ER -