Automated Extraction of Requirement Entities by Leveraging LSTM-CRF and Transfer Learning.
Mingyang LiYe YangLin ShiQing WangJun HuXinhua PengWeimin LiaoGuizhen PiPublished in: ICSME (2020)
Keyphrases
- transfer learning
- cross domain learning
- conditional random fields
- learning tasks
- structure learning
- knowledge transfer
- labeled data
- machine learning
- reinforcement learning
- cross domain
- manifold alignment
- active learning
- domain adaptation
- transfer knowledge
- multi task
- information extraction
- parameter learning
- recurrent neural networks
- pairwise
- collaborative filtering
- target domain
- learning algorithm
- text classification
- machine learning algorithms
- semi supervised learning
- text categorization
- graphical models
- markov random field
- named entities
- neural network
- decision trees