Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus.
Fariz IkhwantriSamuel LouvanKemal KurniawanBagas AbisenaValdi RachmanAlfan Farizki WicaksonoRahmad MahendraPublished in: DeepLo@ACL (2018)
Keyphrases
- multi task
- semantic role labeling
- active learning
- semantic roles
- predicate argument
- transfer learning
- multi task learning
- learning tasks
- dependency parsing
- relation extraction
- word sense disambiguation
- multi class
- learning problems
- feature selection
- machine learning
- learning algorithm
- named entity recognition
- semi supervised
- information gain
- data sets
- information extraction
- information retrieval
- supervised learning
- maximum entropy
- learning process
- automatic extraction
- natural language text
- question answering
- labeled data