UBC-DLNLP at SemEval-2023 Task 12: Impact of Transfer Learning on African Sentiment Analysis.
Gagan BhatiaIfe AdebaraAbdelRahim A. ElmadanyMuhammad Abdul-MageedPublished in: SemEval@ACL (2023)
Keyphrases
- transfer learning
- sentiment analysis
- text classification
- sentiment classification
- cross domain
- text mining
- opinion mining
- learning tasks
- knowledge transfer
- labeled data
- cross lingual
- machine learning
- domain adaptation
- text categorization
- multi task
- natural language processing
- reinforcement learning
- active learning
- transfer knowledge
- structure learning
- product reviews
- semi supervised learning
- word sense disambiguation
- collaborative filtering
- target domain
- online reviews
- collective classification
- machine learning algorithms
- feature selection
- knn
- unlabeled data
- data analysis
- data sets
- k nearest neighbor
- language modeling
- product features
- semi supervised
- wordnet