A comprehensive survey of code-switched NLP research with LLMs across modalities, covering 327 studies, 15+ tasks, 30+ datasets, and 80+ languages while outlining challenges and a future roadmap.
Linguistics theory meets llm: Code- switched text generation via equivalence constrained large language models.ArXiv, abs/2410.22660
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A survey that unifies prior code-switching research for LLMs into a taxonomy of data, modeling, and evaluation and distills it into actionable recommendations for practitioners.
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Beyond Monolingual Assumptions: A Survey of Code-Switched NLP in the Era of Large Language Models across Modalities
A comprehensive survey of code-switched NLP research with LLMs across modalities, covering 327 studies, 15+ tasks, 30+ datasets, and 80+ languages while outlining challenges and a future roadmap.
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Code Mixologist : A Practitioner's Guide to Building Code-Mixed LLMs
A survey that unifies prior code-switching research for LLMs into a taxonomy of data, modeling, and evaluation and distills it into actionable recommendations for practitioners.