conftrace_

overthinking mitigation

3 papers

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Co-occurring keywords · papers mentioning both

chain-of-thought reasoning (3) large language model (2) multi-agent system (1) cognitive framework (1) reasoning loop (1) early-exit reasoning (1) thought sufficiency assessment (1) dynamic reasoning framework (1) adaptive early stopping (1) rational speech act (1)

Papers

Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning ACL 2026 When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning ACL 2026 Snap Out of It: A Dual-Process Approach to Mitigating Overthinking in Language Model Reasoning ACL 2025