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cs.CL2024★ 3 cited
A Taxonomy of Ambiguity Types for NLP
Margaret Y. Li, Alisa Liu, Zhaofeng Wu +1
Ambiguity is an critical component of language that allows for more effective communication between speakers, but is often ignored in NLP. Recent work suggests that NLP systems may…
cs.CL2024
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models
Terra Blevins, Tomasz Limisiewicz, Suchin Gururangan +4
Despite their popularity in non-English NLP, multilingual language models often underperform monolingual ones due to inter-language competition for model parameters. We propose Cro…