Efficient Entity Embedding Construction from Type Knowledge for BERT.
Yukun FengAmir FayaziAbhinav RastogiManabu OkumuraPublished in: AACL/IJCNLP (Findings) (2022)
Keyphrases
- knowledge base
- expert systems
- cost effective
- knowledge acquisition
- knowledge sharing
- domain knowledge
- vector space
- domain experts
- learning systems
- higher level
- domain specific
- knowledge management
- prior knowledge
- computationally expensive
- concept maps
- knowledge extraction
- database
- construction process
- background knowledge
- computationally efficient
- knowledge discovery
- similarity measure
- artificial intelligence
- data mining
- neural network
- data sets