adaptive inference 1mathematical reasoning 1reinforcement learning 1self-verification 1test-time compute 1
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cs.CL2026
Bridging the Discrete-Continuous Gap: Unified Multimodal Generation via Coupled Manifold Discrete Absorbing Diffusion
Yuanfeng Xu, Yuhao Chen, Liang Lin +1
The bifurcation of generative modeling into autoregressive approaches for discrete data (text) and diffusion approaches for continuous data (images) hinders the development of trul…
cs.CL2025
ReaLM: Reflection-Enhanced Autonomous Reasoning with Small Language Models
Yuanfeng Xu, Zehui Dai, Jian Liang +4
Small Language Models (SLMs) are a cost-effective alternative to Large Language Models (LLMs), but often struggle with complex reasoning due to their limited capacity and a tendenc…