Introduces the MCN multilingual citation-needed detection corpus for 18 languages and demonstrates that fine-tuned small decoder models outperform prompted LLMs in both multilingual and cross-lingual transfer settings.
Pratik Joshi, Sebastin Santy, Amar Budhiraja, Kalika Bali, and Monojit Choudhury
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Multilingual and Cross-Lingual Citation Needed Detection on Wikipedia for Lower-Resource Languages
Introduces the MCN multilingual citation-needed detection corpus for 18 languages and demonstrates that fine-tuned small decoder models outperform prompted LLMs in both multilingual and cross-lingual transfer settings.