AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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EvoLen: Evolution-Guided Tokenization for DNA Language Model
EvoLen is a tokenizer that combines evolutionary stratification with length-aware decoding to better preserve motif-scale functional sequence units and demonstrates that tokenization introduces a critical inductive bias and that incorporating evolutionary information yields more biologically meaningful and interpretable sequence representations.