Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying.
Zhisong ZhangEmma StrubellEduard H. HovyPublished in: EMNLP (2022)
Keyphrases
- transfer learning
- semantic role labeling
- relation extraction
- dependency parsing
- learning tasks
- knowledge transfer
- automatic extraction
- information extraction
- active learning
- cross domain
- semi supervised learning
- labeled data
- reinforcement learning
- collaborative filtering
- machine learning
- databases
- transfer knowledge
- word sense disambiguation
- text categorization
- text classification
- learning algorithm
- named entity recognition
- domain adaptation
- parse tree
- machine learning algorithms
- named entities
- semi supervised
- target domain
- document classification
- co occurrence
- data model
- prior knowledge
- pairwise
- decision trees