Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning.
Yu Jin KimBeong-woo KwakYoungwook KimReinald Kim AmplayoSeung-won HwangJinyoung YeoPublished in: NAACL-HLT (2022)
Keyphrases
- transfer learning
- knowledge transfer
- commonsense reasoning
- transfer knowledge
- transferring knowledge
- knowledge representation
- cross domain
- labeled data
- machine learning
- reinforcement learning
- text classification
- knowledge base
- previously learned
- collaborative filtering
- knowledge sharing
- object oriented
- nonmonotonic reasoning
- prior knowledge
- expert systems
- missing information
- incomplete information
- active learning
- machine learning algorithms
- data mining
- knowledge discovery