Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge.
Yasumasa OnoeMichael J. Q. ZhangShankar PadmanabhanGreg DurrettEunsol ChoiPublished in: CoRR (2023)
Keyphrases
- domain knowledge
- structured information
- prior knowledge
- acquire knowledge
- knowledge sources
- knowledge management
- knowledge based systems
- key issues
- expert systems
- knowledge representation
- lessons learned
- knowledge acquisition
- neural network
- design principles
- knowledge base
- named entities
- online learning
- co occurrence
- learning management systems
- reinforcement learning
- knowledge extraction
- conceptual models
- complex domains
- artificial intelligence
- data sets
- facilitate learning