ToolLoop: Closed-Loop Tool-Use Data Synthesis via Decomposed Generation and Dynamic Self-Feedback

arXiv:2609.09072 · cs.CL · Submitted 2026-09-08 · Read on arXiv

cs.CL

Submitted: 2026-09-08

Updated: 2026-09-08

Comments: Accepted at the EMNLP 2026 Main Conference

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

Terminology

• Accuracy — 2× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• On the Berkeley Function Calling Leaderboard — 1× in this paper
• Verification — 1× in this paper · explained in 2 episodes

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