DualGuard: Dual-Mode Quality Control for Logic-Preserving Data Augmentation

arXiv:2609.32431 · cs.CL · Submitted 2026-09-26 · Read on arXiv

cs.CL

Submitted: 2026-09-26

Updated: 2026-09-26

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

Terminology

• Data Augmentation — 19× in this paper · explained in 7 episodes
• Accuracy — 17× in this paper · explained in 1 episode
• Verification — 17× in this paper · explained in 2 episodes
• Ablation — 8× in this paper · explained in 1 episode
• Consistency — 4× in this paper · explained in 3 episodes
• Downstream Tasks — 4× in this paper · explained in 2 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Multi-Agent System — 2× in this paper · explained in 6 episodes
• SMT solver — 2× in this paper · explained in 2 episodes
• Transformer — 2× in this paper · explained in 2 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes
• Distribution Shift — 1× in this paper · explained in 5 episodes
• Few-Shot Learning — 1× in this paper · explained in 4 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Trace — 1× in this paper · explained in 2 episodes

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