TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation.
Jinyuan FangZaiqiao MengCraig MacdonaldPublished in: CoRR (2024)
Keyphrases
- knowledge base
- knowledge representation
- evidential reasoning
- general knowledge
- knowledge about the world
- information retrieval
- commonsense knowledge
- reasoning process
- domain knowledge
- deductive reasoning
- knowledge acquisition
- knowledge management
- reasoning mechanism
- representing knowledge
- knowledge discovery
- expert systems
- cognitive maps
- inconsistent information
- incomplete knowledge
- model based reasoning
- procedural knowledge
- formal models
- reasoning systems
- information retrieval systems
- solving problems
- knowledge based systems
- query expansion
- retrieval model
- retrieval systems
- uncertain information
- human reasoning
- data mining techniques
- diagnostic systems
- reasoning engine
- prior knowledge
- reasoning mechanisms
- test collection
- text retrieval
- knowledge sources
- production rules
- relevance feedback