Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study.
Zooey NguyenAnthony AnnunziataVinh LuongSang DinhQuynh LeAnh Hai HaChanh LeHong An PhanShruti RaghavanChristopher NguyenPublished in: CoRR (2024)
Keyphrases
- fine tuning
- domain specific
- fine tuned
- fine tune
- viable alternative
- domain independent
- general purpose
- knowledge base
- domain experts
- analogical reasoning
- domain ontology
- automated reasoning
- consistency checking
- data driven
- neural network
- real time
- reasoning tasks
- reasoning process
- iterative methods
- deductive reasoning
- comparative study
- iterative process
- knowledge representation
- domain knowledge
- real world
- data sets