Gated Slot Attention-2: Two-Sided Associative Memory Correction in Linear Attention
cs.LG
Submitted: 2026-10-02
Updated: 2026-10-02
Terminology
Sources
- Just read twice: closing the recall gap for recurrent language models
- Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
- Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality
- Mamba: Linear-Time Sequence Modeling with Selective State Spaces
- Efficiently Modeling Long Sequences with Structured State Spaces
- Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention
- RULER: What's the Real Context Size of Your Long-Context Language Models?
- Comba: Improving Bilinear RNNs with Closed-loop Control
- Trellis: Learning to Compress Key-Value Memory in Attention Models
- Pointer Sentinel Mixture Models
- HGRN2: Gated Linear RNNs with State Expansion
- Simplified State Space Layers for Sequence Modeling
- Retentive Network: A Successor to Transformer for Large Language Models
- Kimi Linear: An Expressive, Efficient Attention Architecture
- Gated Linear Attention Transformers with Hardware-Efficient Training
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: The Predictive Cost of ELBO Binding
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks