Organizing the Unorganized: A Novel Approach for Transferring a Taxonomy of Labels into Flat-Labeled Document Collections.
Michele ColombinoLaurentiu Jr Marius ZahariaGiorgia IacobellisRachele MignoneIvan SpadaChiara BonfantiEmilio SulisLuigi Di CaroGuido BoellaPublished in: ASAIL@ICAIL (2023)
Keyphrases
- document collections
- manually labeled
- training data
- information retrieval systems
- labeling process
- document retrieval
- information retrieval
- training set
- document clustering
- scatter gather
- multi label
- text collections
- text retrieval
- relevant documents
- test collection
- digital libraries
- supervised learning
- data collections
- text data
- class labels
- decision trees
- document representation
- document clusters
- multiple annotators
- xml retrieval
- cross language
- web documents
- training examples
- query expansion
- active learning
- multimedia
- e learning