LedgerAgent: Structured State for Policy-Adherent Tool-Calling Agents Paper • 2606.20529 • Published Jun 18 • 7
FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments Paper • 2604.25135 • Published Apr 28 • 12
Triple Preference Optimization: Achieving Better Alignment with Less Data in a Single Step Optimization Paper • 2405.16681 • Published May 26, 2024 • 4
How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on τ-bench Paper • 2508.20931 • Published Aug 28, 2025 • 16
Dual Caption Preference Optimization for Diffusion Models Paper • 2502.06023 • Published Feb 9, 2025 • 9
Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks Paper • 2404.14723 • Published Apr 23, 2024 • 10
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models Paper • 2401.01335 • Published Jan 2, 2024 • 69
