Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning vs. Prompting Based Factual Knowledge Extraction.
Qinyuan WuMohammad Aflah KhanSoumi DasVedant NandaBishwamittra GhoshCamila KollingTill SpeicherLaurent BindschaedlerKrishna P. GummadiEvimaria TerziPublished in: CoRR (2024)
Keyphrases
- knowledge extraction
- learning systems
- learning algorithm
- knowledge acquisition
- knowledge discovery
- learning process
- learning tasks
- textual documents
- reinforcement learning
- prior knowledge
- domain knowledge
- online learning
- supervised learning
- knowledge transfer
- contextual information
- knowledge representation
- active learning
- expert systems
- machine learning
- learned knowledge
- medical databases
- discriminative learning
- effective learning
- knowledge level
- knowledge management
- background knowledge
- domain experts
- databases
- knowledge base
- data mining
- real world
- neural network