Cluster & Tune: Boost Cold Start Performance in Text Classification.
Eyal ShnarchAriel GeraAlon HalfonLena DankinLeshem ChoshenRanit AharonovNoam SlonimPublished in: CoRR (2022)
Keyphrases
- text classification
- cold start
- recommender systems
- cold start problem
- collaborative filtering
- text categorization
- text mining
- feature selection
- n gram
- data sparsity
- multi label
- sentiment analysis
- personalized recommendation
- machine learning
- tag recommendation
- knn
- sentiment classification
- user preferences
- transfer learning
- user ratings
- labeled data
- unlabeled data
- data sparseness
- learning algorithm