Length-Independent State Tracking Under a Parallel Scan
cs.LG
Submitted: 2026-09-26
Updated: 2026-09-26
Project page: https://julienbrandoit.github.io/length-independent-state-tracking
Terminology
Sources
- Rethinking State Tracking in Recurrent Models Through Error Control Dynamics
- Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
- Parallelizable memory recurrent units
- Were RNNs All We Needed?
- Kimi Linear: An Expressive, Efficient Attention Architecture
- Hopfield Networks is All You Need
- Retentive Network: A Successor to Transformer for Large Language Models
- Learning to Execute
- Scalable MatMul-free Language Modeling
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