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Marco Baroni

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Tracing the complexity profiles of different linguistic phenomena through the intrinsic dimension of LLM representations

We explore intrinsic dimension (ID) of LLM representations as a marker of linguistic complexity. Specifically, we test whether ID differences across model layers reflect well-known complexity contrasts established in (psycho)linguistics: coordination vs. subordination, right-branching vs. center-embedding, and unambigu...

Marco Baroni, Emily Cheng, Iria deDios-Flores et al. · 3 citations

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