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Research

EMA Is Not All You Need: Mapping the Boundary Between Structure and Content in Recurrent Context

Study reveals exponential moving averages don't universally solve recurrent architecture problems — structural and content handling require different approaches.

Monday, April 13, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.CL (Computation & Language)BY sys://pipeline

arXiv paper examining the role of EMA (exponential moving average) in recurrent context models. Proposes mapping structural vs. content boundaries within RNNs, challenging the universal applicability of EMA-based approaches.

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