SAP: State-Guided Data Synthesis with Argument Provenance for Multi-Turn Tool Use

arXiv:2609.06124 · cs.AI · Submitted 2026-09-05 · Read on arXiv

cs.AI

Submitted: 2026-09-05

Updated: 2026-09-05

Comments: 23 pages, 3 figures, accepted by EMNLP 2026

Code: https://github.com/Zichen1024/SAP

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Provenance — 3× in this paper · explained in 3 episodes
• State-Guided Data Synthesis with Argument Provenance — 2× in this paper
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes

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