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  1. PairAlign: A Framework for Sequence Tokenization via Self-Alignment with Applications to Audio Tokenization

    Published in ArXiv cs.CL Recent Papers (2026)
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  2. Long Context Pre-Training with Lighthouse Attention

    Published in ArXiv cs.CL Recent Papers (2026)
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  3. Efficient Pre-Training with Token Superposition

    Published in ArXiv cs.CL Recent Papers (2026)
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  4. STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?

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  5. The Frequency Confound in Language-Model Surprisal and Metaphor Novelty

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  6. Cubit: Token Mixer with Kernel Ridge Regression

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  7. Litespark Inference on Consumer CPUs: Custom SIMD Kernels for Ternary Neural Networks

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  8. Patch-Effect Graph Kernels for LLM Interpretability

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  9. Towards Emotion Consistency Analysis of Large Language Models in Emotional Conversational Contexts

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