Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning.
Yu Jin KimBeong-woo KwakYoungwook KimReinald Kim AmplayoSeung-won HwangJinyoung YeoPublished in: CoRR (2022)
Keyphrases
- transfer learning
- knowledge transfer
- commonsense reasoning
- transfer knowledge
- transferring knowledge
- cross domain
- knowledge representation
- previously learned
- active learning
- knowledge sharing
- labeled data
- machine learning
- text classification
- domain knowledge
- event calculus
- text mining
- collaborative filtering
- nonmonotonic reasoning
- expert systems
- reinforcement learning
- semi supervised learning
- knowledge base
- unlabeled data
- directed graph
- incomplete information
- data sets