Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning.
Akshara PrabhakarThomas L. GriffithsR. Thomas McCoyPublished in: CoRR (2024)
Keyphrases
- factors influencing
- factors affecting
- automated reasoning
- grounded theory
- model based reasoning
- probabilistic reasoning
- probability distribution
- reasoning systems
- qualitative reasoning
- reasoning tasks
- uncertain information
- knowledge representation
- artificial intelligence
- analogical reasoning
- technology adoption
- noisy observations
- meta level
- spatial reasoning
- data sets
- incomplete data
- missing data
- learning styles
- search algorithm
- knowledge base
- information systems
- neural network