NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification.
Iyanuoluwa ShodeDavid Ifeoluwa AdelaniJing PengAnna FeldmanPublished in: ACL (2) (2023)
Keyphrases
- sentiment classification
- transfer learning
- machine translation
- cross domain
- cross lingual
- cross domain text classification
- text classification
- learning tasks
- knowledge transfer
- domain adaptation
- natural language processing
- machine learning
- text categorization
- information extraction
- cross language information retrieval
- reinforcement learning
- sentiment analysis
- collaborative filtering
- labeled data
- machine learning algorithms
- sentence level
- text mining
- statistical machine translation
- target domain
- word sense disambiguation
- natural language
- learning algorithm
- target language
- document level
- dependency tree
- semi supervised learning
- parallel corpus
- word alignment
- machine translation system
- expert systems
- similarity measure
- active learning
- pairwise
- source language
- data points
- decision trees
- training data