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

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

Related papers