The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models.
Shuo ZhangLiangming PanJunzhou ZhaoWilliam Yang WangPublished in: ACL (Findings) (2024)
Keyphrases
- external knowledge
- language model
- domain knowledge
- language modeling
- n gram
- probabilistic model
- document retrieval
- information retrieval
- wordnet
- knowledge sources
- retrieval model
- test collection
- bag of words
- text categorization
- knowledge acquisition
- document clustering
- relevant documents
- query expansion
- vector space model
- smoothing methods
- machine learning
- co occurrence
- data sources
- knowledge structures
- textual information
- web directories
- expert systems