Mena Attia
3 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
Conferences
ACL (1)
EACL (1)
EMNLP (1)
Top co-authors
Keywords
large language model
(2)
preference optimization
(1)
low-resource language
(1)
commonsense reasoning
(1)
conversational context
(1)
multilingual model
(1)
arabic language
(1)
idiomatic expression
(1)
cultural reasoning
(1)
idiom understanding
(1)
figurative language
(1)
pragmatic understanding
(1)
literal interpretation
(1)
cross-cultural transfer
(1)
in-context learning
(1)
multilingual idiom dataset
(1)
Papers
Beyond Understanding: Evaluating the Pragmatic Gap in LLMs’ Cultural Processing of Figurative Language
EACL 2026
Multilingual Idioms in Sentences and Conversations Across High-, Medium-, and Low-Resource Languages
ACL 2026
Cross-Cultural Transfer of Commonsense Reasoning in LLMs: Evidence from the Arab World
EMNLP 2025