Cluster & Tune: Boost Cold Start Performance in Text Classification.
Eyal ShnarchAriel GeraAlon HalfonLena DankinLeshem ChoshenRanit AharonovNoam SlonimPublished in: ACL (1) (2022)
Keyphrases
- text classification
- cold start
- recommender systems
- cold start problem
- collaborative filtering
- machine learning
- data sparsity
- text mining
- text categorization
- tag recommendation
- knn
- feature selection
- data sparseness
- n gram
- sentiment classification
- labeled data
- multi label
- sentiment analysis
- implicit feedback
- personalized recommendation
- matrix factorization
- user ratings
- language modeling
- user preferences
- transfer learning
- social media
- user profiles
- human computer interaction
- data mining