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News/The Interlingua Hypothesis: LLMs Translate via a Latent Task-agnostic Feature Space
arxiv
PublishedSeptember 2, 2026 at 4:00 AM

The Interlingua Hypothesis: LLMs Translate via a Latent Task-agnostic Feature Space

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arXiv:2609.00515v1 Announce Type: cross Abstract: Large language models (LLMs) have recently demonstrated improved machine translation performance over strong supervised baselines. This raises questions as to what mechanisms underlie how LLMs perform machine translation between languages. Motivated

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