Papers by Janet Watson
BERT-based Classical Arabic Poetry Authorship Attribution (2025.coling-main)
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| Challenge: | AA in Arabic poetry has been a significant issue since the 9th century due to the loss of pre-Islamic poetry and the misattribution of post-Islamical works to earlier poets. |
| Approach: | They propose a computational approach to authorship attribution in Arabic poetry using the entire Classical Arabic Poetry corpus for the first time. |
| Outcome: | The proposed model achieves F1 scores ranging from 0.97 to 1.0 and was applied to four pre-Islamic misattribution cases. |