What question did this study set out to answer?

This research aims to develop UzMorphoHybrid, a novel morphological analyzer specifically designed for the Uzbek language.

May 27, 2026Open Access

UzMorphoHybrid: A Hybrid Neuro-Symbolic Morphological Analyzer for the Uzbek Language

Key Points

This research aims to develop UzMorphoHybrid, a novel morphological analyzer specifically designed for the Uzbek language.
Developed an open-source hybrid morphological analyzer for Uzbek language processing.
Integrated neuro-symbolic approaches to improve analysis of low-frequency word forms.
Compared performance with existing statistical models.
UzMorphoHybrid shows improved accuracy in analyzing rare word forms compared to traditional models.
The hybrid approach effectively reduces errors in morphological parsing, particularly for agglutinative structures.
User feedback indicates greater satisfaction with UzMorphoHybrid's performance.

Abstract

This paper presents UzMorphoHybrid, an open-source hybrid morphological analyzer developed for the Uzbek language. Uzbek is an agglutinative Turkic language, and unlike existing statistical models—which often struggle with analyzing low-frequency or rare word forms—UzMorphoHybrid adopts a neuro-symbolic

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