Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification.
Olesya RazuvayevskayaBen WuJoão Augusto LeiteFreddy HeppellIvan SrbaCarolina ScartonKalina BontchevaXingyi SongPublished in: CoRR (2023)
Keyphrases
- fine tuning
- news articles
- machine learning
- feature selection
- text classification
- news recommendation
- unsupervised learning
- image classification
- feature space
- text documents
- feature extraction
- event extraction
- active learning
- probabilistic model
- natural language processing
- training set
- data analysis
- news stories
- knowledge base
- web news
- data mining