Self-Taught Self-Correction for Small Language Models
Paper
• 2503.08681 • Published
• 15
Self-improving LLMs
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Self-Improving Robust Preference Optimization
Paper • 2406.01660 • Published • 20 -
LADDER: Self-Improving LLMs Through Recursive Problem Decomposition
Paper • 2503.00735 • Published • 23 -
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge
Paper • 2407.19594 • Published • 21 -
Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation
Paper • 2310.02304 • Published • 1 -
Cognitive Behaviors that Enable Self-Improving Reasoners, or, Four Habits of Highly Effective STaRs
Paper • 2503.01307 • Published • 38 -
Large Language Models Can Self-Improve in Long-context Reasoning
Paper • 2411.08147 • Published • 65 -
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
Paper • 2412.17256 • Published • 47 -
Sample, Scrutinize and Scale: Effective Inference-Time Search by Scaling Verification
Paper • 2502.01839 • Published • 10 -
Enabling Scalable Oversight via Self-Evolving Critic
Paper • 2501.05727 • Published • 72 -
Symbolic Learning Enables Self-Evolving Agents
Paper • 2406.18532 • Published • 12 -
A Survey on Self-Evolution of Large Language Models
Paper • 2404.14387 • Published • 3 -
Gödel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement
Paper • 2410.04444 • Published • 3 -
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching
Paper • 2406.06326 • Published • 2 -
Learning Evolving Tools for Large Language Models
Paper • 2410.06617 • Published • 2 -
LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers
Paper • 2503.14434 • Published • 7 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 152