QEncodeBench: Can Large Language Models Encode Classical Problems into Verified Quantum Oracles?

arXiv:2609.20319 · quant-ph, cs.LG · Submitted 2026-07-31 · Read on arXiv

quant-ph, cs.LG

Submitted: 2026-07-31

Updated: 2026-07-31

Code: https://github.com/chexujun/QEncodeBench

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

Terminology

• Ablation — 1× in this paper · explained in 1 episode
• Accuracy — 1× in this paper · explained in 1 episode
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Verifier — 1× in this paper · explained in 2 episodes

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