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German inflection: single route or dual route?

U Hahn¹, R C Nakisa

¹University of Wales, Cardiff, United Kingdom. hahnu@cardiff.ac.uk

Cognitive Psychology

|December 21, 2000

Summary

This study challenges the dual-route theory of German plural formation. Large-scale simulations and experimental data suggest single-route models better explain inflectional morphology.

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Area of Science:

Linguistics
Cognitive Science
Computational Linguistics

Background:

The German plural system is central to debates on inflectional morphology.
The dual-route account posits separate symbolic rules and associative memory for regular and irregular inflections.
This contrasts with single-route connectionist models.

Purpose of the Study:

To challenge the dual-route account using large-scale simulations and experimental data.
To evaluate the explanatory power of the dual-route account for German pluralization.
To compare the performance of single-route and dual-route models quantitatively.

Main Methods:

Large-scale computational simulations of German plural formation.
Analysis of experimental data related to German pluralization.
Quantitative comparison of single-route and dual-route computational models.

Main Results:

The dual-route account, in its current form, struggles to replicate existing experimental findings.
Single-route connectionist models demonstrate superior performance in simulations of German plural inflection.
Direct quantitative comparisons favor single-route models over dual-route models.

Conclusions:

The evidence presented counters the dual-route account's claims regarding the German plural system.
Single-route connectionist models offer a more robust explanation for German plural inflection.
Further research should focus on refining single-route models for inflectional morphology.

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