Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities.
Fengjun WangMoran BeladevOfri KleinfeldElina FrayermanTal ShacharEran FainmanKaren Lastmann AssarafSarai MizrachiBenjamin WangPublished in: EMNLP (Industry Track) (2023)
Keyphrases
- topic detection
- text classification
- multi label
- text data
- user generated content
- text categorization
- text mining
- text documents
- multi label classification
- feature selection
- bag of words
- social media
- image annotation
- labeled data
- knn
- machine learning
- unlabeled data
- sentiment analysis
- sentiment classification
- transfer learning
- document clustering
- k nearest neighbor
- graph cuts
- document level
- document collections
- unsupervised learning
- probabilistic model
- information extraction
- image classification