Multi-Task Supervised Pretraining for Neural Domain Adaptation.
Sara MeftahNasredine SemmarMohamed-Ayoub TahiriYoussef TamaazoustiHassane EssafiFatiha SadatPublished in: SocialNLP@ACL (2020)
Keyphrases
- domain adaptation
- multi task
- transfer learning
- semi supervised
- multi task learning
- learning tasks
- labeled data
- supervised learning
- target domain
- semi supervised learning
- feature selection
- cross domain
- learning algorithm
- multi class
- unlabeled data
- learning problems
- neural network
- active learning
- label information
- transfer knowledge
- co training
- machine learning
- multiple sources
- unsupervised learning
- reinforcement learning
- labeled and unlabeled data
- text categorization
- knowledge transfer
- text classification
- pairwise
- sentiment classification
- test data
- learning experience
- topic models
- text mining
- classification accuracy
- recommender systems