Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus.
Fariz IkhwantriSamuel LouvanKemal KurniawanBagas AbisenaValdi RachmanAlfan Farizki WicaksonoRahmad MahendraPublished in: CoRR (2018)
Keyphrases
- multi task
- semantic role labeling
- active learning
- semantic roles
- predicate argument
- transfer learning
- multi task learning
- learning tasks
- dependency parsing
- relation extraction
- supervised learning
- multi class
- learning problems
- feature selection
- learning algorithm
- machine learning
- word sense disambiguation
- labeled data
- named entity recognition
- semi supervised learning
- co occurrence
- semi supervised
- high dimensional
- natural language text
- training set
- parse tree
- training data
- decision trees
- data sets