Author

Manar Ali

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#natural language process... Preprint Sep 2026

AraMIP: Extending MIPVU Towards Metaphor Identification in Arabic

This work proposes the Arabic Metaphor Identification Procedure (AraMIP), a novel guideline for Arabic metaphor annotation that builds on the widely used Metaphor Identification Procedure Vrije Universiteit (MIPVU) framework, incorporating adaptations that accounts for the language-specific properties of Arabic.

Mandar Marathe, Manar Ali, Sara Nabhani et al. · 0 citations

#natural language process... Review Sep 2026

Last Translation Benchmark

The Last Translation Benchmark is introduced, a collection of human-authored and peer-reviewed examples that break leading machine translation models and a new evaluation approach: each example comes with handcrafted verification rules describing concrete failure cases on that example, therefore allowing reliable and a...

Vilém Zouhar, Niyati Bafna, Mukund Choudhary et al. · 0 citations