Measuring Faithfulness in Chain-of-Thought Reasoning.
Tamera LanhamAnna ChenAnsh RadhakrishnanBenoit SteinerCarson DenisonDanny HernandezDustin LiEsin DurmusEvan HubingerJackson KernionKamile LukosiuteKarina NguyenNewton ChengNicholas JosephNicholas SchieferOliver RauschRobin LarsonSam McCandlishSandipan KunduSaurav KadavathShannon YangThomas HenighanTimothy MaxwellTimothy Telleen-LawtonTristan HumeZac Hatfield-DoddsJared KaplanJan BraunerSamuel R. BowmanEthan PerezPublished in: CoRR (2023)
Keyphrases
- knowledge representation
- expressive power
- knowledge base
- reasoning systems
- databases
- neural network
- reasoning mechanisms
- model based reasoning
- reasoning process
- causal models
- conflicting information
- rule based reasoning
- resource bounded
- knowledge representation and reasoning
- computational properties
- legal reasoning
- fuzzy reasoning
- spatial reasoning
- real time
- production rules
- semantic web
- case based reasoning
- multiscale
- real world
- data sets