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Centre for Linguistics, Humanities, Leiden University, NL
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A unified framework for multilingual metaphor processing could revolutionize how figurative language is understood and translated across languages.
State-of-the-art NLP models struggle with metaphor translations, revealing critical gaps in their understanding of semantic and cultural nuances.
Forget monolithic models: a mixture-of-experts approach using clustered semantic domains boosts definition modeling by 7% BLEU, proving that specialization wins.
