Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 40
Papers - CoT - Chain of Thought
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Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 109 -
MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
Paper • 2403.14624 • Published • 53 -
Chain of Thought Empowers Transformers to Solve Inherently Serial Problems
Paper • 2402.12875 • Published • 13 -
Cognitive Architectures for Language Agents
Paper • 2309.02427 • Published • 8 -
Can large language models explore in-context?
Paper • 2403.15371 • Published • 33 -
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Paper • 2305.10601 • Published • 15 -
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Paper • 2201.11903 • Published • 15 -
Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
Paper • 2404.03622 • Published • 5 -
Rho-1: Not All Tokens Are What You Need
Paper • 2404.07965 • Published • 94 -
Contrastive Chain-of-Thought Prompting
Paper • 2311.09277 • Published • 35 -
Iterative Reasoning Preference Optimization
Paper • 2404.19733 • Published • 50 -
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
Paper • 2406.04271 • Published • 29 -
Improve Mathematical Reasoning in Language Models by Automated Process Supervision
Paper • 2406.06592 • Published • 29 -
Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B
Paper • 2406.07394 • Published • 29 -
Distilling System 2 into System 1
Paper • 2407.06023 • Published • 4 -
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis
Paper • 2407.13301 • Published • 55 -
Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse
Paper • 2410.21333 • Published • 12 -
What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective
Paper • 2410.23743 • Published • 64 -
Physics of Language Models: Part 3.2, Knowledge Manipulation
Paper • 2309.14402 • Published • 7 -
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions
Paper • 2411.14405 • Published • 61 -
Training Large Language Models to Reason in a Continuous Latent Space
Paper • 2412.06769 • Published • 94 -
Phi-4 Technical Report
Paper • 2412.08905 • Published • 122