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Zi-Jia Zhao

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#machine learning Preprint Sep 2026

Hybrid Quantum-Classical NLP Classification with Compact Semantic Representations: An Experimental Analysis of Representation Compression

Results indicate that supervised dimensionality reduction can preserve task-relevant information far more effectively than variance-based compression, making compact representations a promising route toward practical hybrid quantum-classical NLP models.

Ali Hassan, Zi-Jia Zhao, Maha A. Metawei · 0 citations