conftrace_

outcome reward model

5 papers

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Also known as

ORM

Co-occurring keywords · papers mentioning both

process reward model (3) test-time scaling (2) preference consistency (1) reward-guided search (1) score consistency (1) step-level reasoning (1) self-evolving framework (1) test-time search (1) reasoning alignment (1) neuron collapse (1)

Papers

A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage ACL 2026 MathSE: Improving Multimodal Mathematical Reasoning via Self-Evolving Iterative Reflection and Reward-Guided Fine-Tuning AAAI 2026 From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment ACL 2025 Logical Reasoning with Outcome Reward Models for Test-Time Scaling EMNLP 2025 Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning ICLR 2025