Efficient Test-Time Scaling via Temporal Reasoning Aggregation

Jiakun Li, Xingwei He, Kefan Li +3

Test-time scaling improves the reasoning performance of large language models but often results in token-inefficient overthinking, where models continue reasoning beyond what is ne…