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language model reasoning

6 papers

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Co-occurring keywords

language model (4573) prompt engineering (1128) large language model (12755) self-agreement (1) chain-of-thought reasoning (469) monte carlo sampling (82) distribution shift (711) belief revision (52) comparative learning (9) reward hacking (28)

Papers

DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025
GroundCocoa: A Benchmark for Evaluating Compositional & Conditional Reasoning in Language Models NAACL 2025
Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training ACL 2025
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios ACL 2024
Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023