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A. A. Aliero

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#large language models Open access Sep 2026

Dual-BERT adversarial learning for Hausa user-generated text normalization

Text normalization (TN) is a crucial preprocessing task in Natural Language Processing (NLP) that enables the conversion of noisy, informal texts into standardized forms suitable for downstream applications, such as machine translation, speech recognition, text-to-speech systems, sentiment analysis, and information ret...

S. Bashir, A. A. Aliero, A. G. Tafida et al. · 0 citations
Open access 2026

Improving Machine Translation Using an Efficient Dual-Bert Adversarial Network (DBAN) Model for User-Generated Content

An Efficient Dual-BERT Adversarial Network (DBAN) is proposed to improve the translation of noisy UGC by integrating contextual representation learning with adversarial training and significantly improves contextual understanding and cross-lingual semantic alignment while maintaining computational efficiency.

A. A. Aliero, Nasiru Muhammad Dankolo · 0 citations

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