Outcome reward models trained on multi-sample chain-of-thought plus deliberately flawed 'echo' rationales improve Best-of-N test-time verification for deductive reasoning.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Logical Reasoning with Outcome Reward Models for Test-Time Scaling
Outcome reward models trained on multi-sample chain-of-thought plus deliberately flawed 'echo' rationales improve Best-of-N test-time verification for deductive reasoning.