Self-Improving Language Models with Bidirectional Evolutionary Search

arXiv:2605.28814 · cs.CL · Submitted 2026-05-27 · Read on arXiv

cs.CL

Submitted: 2026-05-27

Updated: 2026-10-13

Terminology

• Bidirectional Evolutionary Search — 2× in this paper
• Agentic System — 1× in this paper · explained in 2 episodes
• Benchmark — 1× in this paper · explained in 2 episodes
• Best-of-N Sampling — 1× in this paper · explained in 2 episodes
• Verification — 1× in this paper · explained in 2 episodes

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