Preprint2025
SPHERE
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SPHERE is a self-evolving data generation pipeline that enhances mathematical reasoning in small language models by iteratively generating, correcting, and diversifying reasoning chains.
0Mar 1, 2025Fine TuningReasoning
A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
Unknown
SPHERE is a self-evolving data generation pipeline that enhances mathematical reasoning in small language models by iteratively generating, correcting, and diversifying reasoning chains.
Yuyao Wang, Zhongjian Zhang, Mo Chi, et al.
EvoMemBench benchmarks agent memory from a self-evolving perspective, providing a unified testbed for adaptive memory in execution-oriented tasks.