A Verifier-Guided Explainable Reasoning Framework with Gold-Anchored QLoRA, Task-Aware Mixture-of-Experts, and Group-Relative RLVR

arXiv:2609.05221 · cs.CL, cs.AI, cs.LG · Submitted 2026-09-04 · Read on arXiv

cs.CL, cs.AI, cs.LG

Submitted: 2026-09-04

Updated: 2026-09-04

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

Terminology

• Verifier — 5× in this paper · explained in 2 episodes
• Consistency — 3× in this paper · explained in 3 episodes
• Self-consistency — 2× in this paper · explained in 2 episodes
• Verification — 2× in this paper · explained in 2 episodes
• Explainability — 1× in this paper · explained in 3 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes

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