Cover Image

Text Detoxification in isiXhosa and Yorùbá: A Cross-Lingual Machine Learning Approach for Low-Resource African Languages

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Agbeyangi, Abayomi O.
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context
by: Matzopoulos, Alexis, et al.
Published: (2025)

Triples-to-isiXhosa (T2X): Addressing the Challenges of Low-Resource Agglutinative Data-to-Text Generation
by: Meyer, Francois, et al.
Published: (2024)

Automatically assessing oral narratives of Afrikaans and isiXhosa children
by: Louw, Retief, et al.
Published: (2025)

Feature-based analysis of oral narratives from Afrikaans and isiXhosa children
by: Sharratt, Emma, et al.
Published: (2025)

Speech Recognition for Automatically Assessing Afrikaans and isiXhosa Preschool Oral Narratives
by: Jacobs, Christiaan, et al.
Published: (2025)

UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages
by: Pham, Trinh, et al.
Published: (2024)

Enhancing ICT Literacy and Sustainable Practices in the Hospitality Industry: Insights from Mnquma Municipality
by: Lukose, Jose, et al.
Published: (2024)

Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation
by: Neplenbroek, Vera, et al.
Published: (2024)

Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning
by: Agrawal, Ashish Sunil, et al.
Published: (2024)

Cross-Lingual Transfer for Low-Resource Natural Language Processing
by: García-Ferrero, Iker
Published: (2025)

An End-to-End Approach for Child Reading Assessment in the Xhosa Language
by: Chevtchenko, Sergio, et al.
Published: (2025)

Breaking mBad! Supervised Fine-tuning for Cross-Lingual Detoxification
by: Beniwal, Himanshu, et al.
Published: (2025)

Is social media hindering or helping Academic Performance? A case study of Walter Sisulu University Buffalo City Campus
by: Lukose, Jose M., et al.
Published: (2025)

Enhancing Cross-Lingual Transfer through Reversible Transliteration: A Huffman-Based Approach for Low-Resource Languages
by: Zhuang, Wenhao, et al.
Published: (2025)

Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models
by: Park, Gyutae, et al.
Published: (2024)

A Data Selection Approach for Enhancing Low Resource Machine Translation Using Cross-Lingual Sentence Representations
by: Kowtal, Nidhi, et al.
Published: (2024)

Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages
by: Gupta, Shivanshu, et al.
Published: (2023)

AI Literacy in Low-Resource Languages:Insights from creating AI in Yoruba videos
by: Oyewusi, Wuraola
Published: (2024)

CUTE: A Multilingual Dataset for Enhancing Cross-Lingual Knowledge Transfer in Low-Resource Languages
by: Zhuang, Wenhao, et al.
Published: (2025)

Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource Language Models
by: Ibrahimzade, O., et al.
Published: (2026)

Left Behind: Cross-Lingual Transfer as a Bridge for Low-Resource Languages in Large Language Models
by: Beibitkhan, Abdul-Salem
Published: (2026)

Linguistic Entity Masking to Improve Cross-Lingual Representation of Multilingual Language Models for Low-Resource Languages
by: Fernando, Aloka, et al.
Published: (2025)

To Translate or Not to Translate: A Systematic Investigation of Translation-Based Cross-Lingual Transfer to Low-Resource Languages
by: Ebing, Benedikt, et al.
Published: (2023)

YAD: Leveraging T5 for Improved Automatic Diacritization of Yorùbá Text
by: Olawole, Akindele Michael, et al.
Published: (2024)

Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data
by: Bandarupalli, Srihari, et al.
Published: (2025)

Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages
by: Sohn, Jimin, et al.
Published: (2024)

SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models
by: Rathore, Vipul, et al.
Published: (2024)

Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching
by: Micallef, Kurt, et al.
Published: (2024)

Evaluating Text Style Transfer: A Nine-Language Benchmark for Text Detoxification
by: Protasov, Vitaly, et al.
Published: (2025)

Dialect Matters: Cross-Lingual ASR Transfer for Low-Resource Indic Language Varieties
by: Dhasmana, Akriti, et al.
Published: (2026)

Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish
by: Cekinel, Recep Firat, et al.
Published: (2024)

Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation
by: Ehsan, Toqeer, et al.
Published: (2025)

Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries
by: Sakajo, Haruki, et al.
Published: (2025)

Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets
by: Manafi, Shadi, et al.
Published: (2024)

Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages
by: Toukmaji, Christopher
Published: (2024)

BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages
by: Maji, Subhadip, et al.
Published: (2026)

The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP
by: Issaka, Sheriff, et al.
Published: (2025)

Speech-to-Text Translation with Phoneme-Augmented CoT: Enhancing Cross-Lingual Transfer in Low-Resource Scenarios
by: Gállego, Gerard I., et al.
Published: (2025)

Towards Cross-Lingual Audio Abuse Detection in Low-Resource Settings with Few-Shot Learning
by: Sankaran, Aditya Narayan, et al.
Published: (2024)

Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects
by: Ahia, Orevaoghene, et al.
Published: (2024)