conftrace_

efficient reasoning

8 papers

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Co-occurring keywords · papers mentioning both

large reasoning model (4) test-time scaling (2) chain-of-thought reasoning (2) reasoning token (1) marginal utility (1) selective thinking (1) verifiable stepwise reward (1) intermediate state (1) chain-of-thought pruning (1) likelihood landscape (1)

Papers

Ada-RS: Adaptive Rejection Sampling for Selective Thinking ACL 2026 Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models ACL 2026 FoE: Forest of Errors Makes the First Solution the Best in Large Reasoning Models ACL 2026 Promoting Efficient Reasoning with Verifiable Stepwise Reward AAAI 2026 Revisiting Model Interpolation for Efficient Reasoning ACL 2026 Think Better, Not Longer: Token-Level Marginal Utility for Efficient Reasoning in Large Reasoning Models ACL 2026 Your Reasoning Model Knows What Counts: Self-Guided Chain-of-Thought Pruning for Efficient Reasoning ACL 2026 Z1: Efficient Test-time Scaling with Code EMNLP 2025