Investigating Zero-shot Cross-lingual Language Understanding for Arabic DOI Creative Commons
Zaid Alyafeai, Moataz Ahmed

Published: Jan. 1, 2023

Numerous languages exhibit shared characteristics, especially in morphological features. For instance, Arabic and Russian both belong to the fusional language category. The question arises: Do such common traits influence comprehension across diverse linguistic backgrounds? This study explores possibility of transferring skills a zero-shot scenario. Specifically, we demonstrate that training models on other can enhance Arabic, as evidenced by our evaluations three key tasks: natural inference, answering, named entity recognition. Our experiments reveal certain morphologically rich (MRLs), Russian, display similarities when assessed context, particularly tasks like answering inference. However, this similarity is less pronounced

Language: Английский

Assessment of ChatGPT in extracting Arabic morphology: active and passive participles DOI
Marwah Alian,

Ibtisam Hussein,

Maisa Al-Khazaleh

et al.

International Journal of Speech Technology, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 26, 2024

Language: Английский

Citations

0

Investigating Zero-shot Cross-lingual Language Understanding for Arabic DOI Creative Commons
Zaid Alyafeai, Moataz Ahmed

Published: Jan. 1, 2023

Numerous languages exhibit shared characteristics, especially in morphological features. For instance, Arabic and Russian both belong to the fusional language category. The question arises: Do such common traits influence comprehension across diverse linguistic backgrounds? This study explores possibility of transferring skills a zero-shot scenario. Specifically, we demonstrate that training models on other can enhance Arabic, as evidenced by our evaluations three key tasks: natural inference, answering, named entity recognition. Our experiments reveal certain morphologically rich (MRLs), Russian, display similarities when assessed context, particularly tasks like answering inference. However, this similarity is less pronounced

Language: Английский

Citations

0