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upvoted an article about 1 month ago

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Article

Chat Templates: An End to the Silent Performance Killer

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Oct 3, 2023

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32

upvoted 3 papers about 2 months ago

Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation

Paper • 2507.10524 • Published Jul 14, 2025 • 73

ASA: Training-Free Representation Engineering for Tool-Calling Agents

Paper • 2602.04935 • Published Feb 4 • 42

Query as Anchor: Scenario-Adaptive User Representation via Large Language Model

Paper • 2602.14492 • Published Feb 16 • 18

upvoted 16 papers 2 months ago

Thinking with Drafting: Optical Decompression via Logical Reconstruction

Paper • 2602.11731 • Published Feb 12 • 34

Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL

Paper • 2602.03773 • Published Feb 3 • 13

When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning

Paper • 2602.10560 • Published Feb 11 • 31

Residual Context Diffusion Language Models

Paper • 2601.22954 • Published Jan 30 • 35

Thinking with Comics: Enhancing Multimodal Reasoning through Structured Visual Storytelling

Paper • 2602.02453 • Published Feb 2 • 36

OmniMoE: An Efficient MoE by Orchestrating Atomic Experts at Scale

Paper • 2602.05711 • Published Feb 5 • 12

LLaDA2.1: Speeding Up Text Diffusion via Token Editing

Paper • 2602.08676 • Published Feb 9 • 70

LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning

Paper • 2602.07075 • Published Feb 6 • 19

SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks

Paper • 2602.06854 • Published Feb 6 • 6

LatentMem: Customizing Latent Memory for Multi-Agent Systems

Paper • 2602.03036 • Published Feb 3 • 15

Scaling Embedding Layers in Language Models

Paper • 2502.01637 • Published Feb 3, 2025 • 24

Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 102

Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models

Paper • 2511.08577 • Published Nov 11, 2025 • 110

TiDAR: Think in Diffusion, Talk in Autoregression

Paper • 2511.08923 • Published Nov 12, 2025 • 128

DFlash: Block Diffusion for Flash Speculative Decoding

Paper • 2602.06036 • Published Feb 5 • 51

Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing

Paper • 2602.02159 • Published Feb 2 • 1