A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks.
Fabiano BelémWashington CunhaCelso FrançaCláudio M. V. de AndradeLeonardo RochaMarcos André GonçalvesPublished in: CoRR (2024)
Keyphrases
- fine tuning
- active learning
- text classification tasks
- cold start
- recommender systems
- text classification
- bag of words
- collaborative filtering
- semi supervised
- tag recommendation
- learning algorithm
- data sparsity
- implicit feedback
- text classifiers
- user preferences
- feature engineering
- transfer learning
- supervised learning
- learning process
- support vector
- machine learning
- text documents
- data mining
- semi supervised learning