Mena Attia
3 papers · 2025–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
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