Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead

Vidhisha Balachandran, Jingya Chen, Lingjiao Chen +8

Inference-time scaling can enhance the reasoning capabilities of large language models (LLMs) on complex problems that benefit from step-by-step problem solving. Although lengtheni…