DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain.
Damith PremasiriTharindu RanasingheWajdi ZaghouaniRuslan MitkovPublished in: CoRR (2022)
Keyphrases
- question answering
- transfer learning
- cross domain
- learning tasks
- active learning
- target domain
- question classification
- reinforcement learning
- cross language
- knowledge transfer
- information extraction
- information retrieval
- question answering systems
- labeled data
- named entities
- qa clef
- qa systems
- machine learning
- passage retrieval
- natural language processing
- answer extraction
- text categorization
- semi supervised learning
- collaborative filtering
- natural language
- transfer knowledge
- syntactic information
- natural language questions
- open domain question answering
- text mining
- text classification
- learning algorithm
- machine learning algorithms
- knn
- sentiment classification
- supervised learning
- knowledge representation
- expert systems
- similarity measure
- databases