LaBSE embeddings plus curriculum learning improve macro F1 by up to 0.2 for multilingual multicultural polarization detection in low-resource languages.
R oman L ens: The Role Of Latent R omanization In Multilinguality In LLM s
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A survey that taxonomizes motivations for transliteration in cross-lingual NLP, reviews incorporation approaches and their evolution, analyzes trade-offs in settings like code-mixing and language families, and offers implementation recommendations.
citing papers explorer
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Leveraging LaBSE with Progressive Curriculum Learning for Multicultural Polarization
LaBSE embeddings plus curriculum learning improve macro F1 by up to 0.2 for multilingual multicultural polarization detection in low-resource languages.
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Scripts Through Time: A Survey of the Evolving Role of Transliteration in NLP
A survey that taxonomizes motivations for transliteration in cross-lingual NLP, reviews incorporation approaches and their evolution, analyzes trade-offs in settings like code-mixing and language families, and offers implementation recommendations.