most citedMiniCPM-SALA: Hybridizing Sparse and Linear Attention for Efficient Long-Context Modeling

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cs.LG2026

Revealing the Attention Floating Mechanism in Masked Diffusion Models

Xin Dai, Pengcheng Huang, Zhenghao Liu +6

Masked diffusion models (MDMs), which leverage bidirectional attention and a denoising process, are narrowing the performance gap with autoregressive models (ARMs). However, their…

cs.LG2025

RLPR: Extrapolating RLVR to General Domains without Verifiers

Tianyu Yu, Bo Ji, Shouli Wang +9

Reinforcement Learning with Verifiable Rewards (RLVR) demonstrates promising potential in advancing the reasoning capabilities of LLMs. However, its success remains largely confine…