Internal Consistency and Self-Feedback in Large Language Models: A Survey
Paper
•
2407.14507
•
Published
•
46
LLM and Reasoning Papers
Papers dump of LLM Reasoning domain
-
-
Large Language Models are Zero-Shot Reasoners
Paper • 2205.11916 • Published • 1 -
Let's Verify Step by Step
Paper • 2305.20050 • Published • 10 -
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Paper • 2201.11903 • Published • 11 -
Self-Consistency Improves Chain of Thought Reasoning in Language Models
Paper • 2203.11171 • Published • 4 -
Competitive Programming with Large Reasoning Models
Paper • 2502.06807 • Published • 62 -
s1: Simple test-time scaling
Paper • 2501.19393 • Published • 105 -
deepseek-ai/DeepSeek-R1
Text Generation • Updated • 4.43M • • 9.99k -
From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models
Paper • 2406.16838 • Published • 2 -
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though
Paper • 2501.04682 • Published • 90 -
Evolving Deeper LLM Thinking
Paper • 2501.09891 • Published • 106 -
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Paper • 2501.09686 • Published • 36 -
Titans: Learning to Memorize at Test Time
Paper • 2501.00663 • Published • 19 -
Prover-Verifier Games improve legibility of LLM outputs
Paper • 2407.13692 • Published • 1