EGSS : Entropy-guided Stepwise Scaling for Reliable Software Engineering
Chenhui Mao · Yuanting Lei · Zhixiang Wei · Ming Liang · Zhixiang Wang · Jingxuan Xu · Dajun Chen · Wei Jiang · Yong Li
摘要
Agentic Test-Time Scaling (TTS) has delivered state-of-the-art (SOTA) performance on complex software engineering tasks such as code generation and bug fixing. However, its practical adoption remains limited due to significant computational overhead, primarily driven by two key challenges: (1) th...