Noise-Aware Iterative Training (NAIT)

Newer alternatives

Recent methods in the same sub-problem, not yet superseded in the knowledge base.

• SCI-PRMSCI-PRM: A Tool Aware Process Reward Model for Scientific Reasoning Verification
  Jun 3, 2026
• GR-BenGR-Ben: A General Reasoning Benchmark for Evaluating Process Reward Models
  May 2, 2026
• MedPRMBenchMedPRMBench: A Fine-grained Benchmark for Process Reward Models in Medical Reasoning
  Apr 19, 2026
• DC-W2SDC-W2S: Dual-Consensus Weak-to-Strong Training for Reliable Process Reward Modeling in Biological Reasoning
  Mar 9, 2026
• CoTZeroCoTZero: Annotation-Free Human-Like Vision Reasoning via Hierarchical Synthetic CoT
  Feb 9, 2026
• FunPRMFunPRM: Function-as-Step Process Reward Model with Meta Reward Correction for Code Generation
  Jan 29, 2026
• Noise-Aware Iterative Training (NAIT)Towards Robust Process Reward Modeling via Noise-aware Learning
  Jan 19, 2026
• GroundedPRMGroundedPRM: Tree-Guided and Fidelity-Aware Process Reward Modeling for Step-Level Reasoning
  Oct 16, 2025
• group-relative advantage reinforcement learningBoosting Process-Correct CoT Reasoning by Modeling Solvability of Multiple-Choice QA
  Sep 30, 2025