Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models
Paper
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2312.06585
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Published
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29
LLMs SELF-IMPROVEMENT
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Enable Language Models to Implicitly Learn Self-Improvement From Data
Paper • 2310.00898 • Published • 23 -
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
Paper • 2312.10003 • Published • 44 -
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
Paper • 2401.01335 • Published • 68 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 151 -
Self-Adapting Language Models
Paper • 2506.10943 • Published • 6 -
Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models
Paper • 2510.04618 • Published • 121 -
SPICE: Self-Play In Corpus Environments Improves Reasoning
Paper • 2510.24684 • Published • 15 -
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
Paper • 2511.16043 • Published • 103