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cs.CL2026
Multilingual Idioms in Sentences and Conversations Across High-, Medium-, and Low-Resource Languages
Saeed Almheiri, Bilal Elbouardi, Salsabila Zahirah Pranida +16
Idiomatic expressions pose a major challenge for multilingual NLP because their meanings shift between figurative and literal usage, often requiring context for accurate interpreta…
cs.CL2023
IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions
Ziheng Zeng, Kellen Tan Cheng, Srihari Venkat Nanniyur +2
Idiomatic expression (IE) processing and comprehension have challenged pre-trained language models (PTLMs) because their meanings are non-compositional. Unlike prior works that ena…
cs.CL2023
Unified Representation for Non-compositional and Compositional Expressions
Ziheng Zeng, Suma Bhat
Accurate processing of non-compositional language relies on generating good representations for such expressions. In this work, we study the representation of language non-composit…