A Survey on Parallel Reasoning
As Large Language Models (LLMs) evolve, parallel reasoning has emerged as a vital inference paradigm that enhances robustness by concurrently exploring multiple thought trajectories. Unlike fragile sequential methods, parallel reasoning expands inference breadth to significantly improve problem-solving performance. T...
Zi-Qi Wang, Bo-Ye Niu, Zi-Peng Gao et al.
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