An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs.
Daking RaiZiyu YaoPublished in: ACL (1) (2024)
Keyphrases
- neural network
- knowledge base
- information processing
- reasoning tasks
- domain knowledge
- arithmetic operations
- knowledge representation
- meta level
- unified model
- activation patterns
- search algorithm
- automated reasoning
- data sets
- reasoning process
- uncertain information
- legal reasoning
- reasoning systems
- model based reasoning
- reasoning mechanisms