Domain Adaptation of Transformer-Based Models Using Unlabeled Data for Relevance and Polarity Classification of German Customer Feedback.
Ahmad Idrissi-YaghirHenning SchäferNadja BauerChristoph M. FriedrichPublished in: SN Comput. Sci. (2023)
Keyphrases
- domain adaptation
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- co training
- training data
- supervised learning
- multiple sources
- transfer learning
- target domain
- active learning
- text classification
- sentiment classification
- cross domain
- prior knowledge
- labeled and unlabeled data
- labeled training data
- test data
- data points
- class labels
- polarity classification
- document classification
- label information
- text categorization
- training set
- learning algorithm
- information retrieval
- learning tasks
- training examples
- data sets
- recommender systems
- similarity measure
- machine learning