Benchmark for Research Theme Classification of Scholarly Documents.
Óscar E. MendozaWojciech KusaAlaa El-EbshihyRonin WuDavid PridePetr KnothDrahomira HerrmannovaFlorina PiroiGabriella PasiAllan HanburyPublished in: SDP@COLING (2022)
Keyphrases
- document classification
- classification accuracy
- classification method
- machine learning
- pre classified
- automatic categorization
- decision trees
- classification algorithm
- feature vectors
- information retrieval
- classification scheme
- feature extraction
- feature selection
- pattern recognition
- digital libraries
- text classification
- automatic classification
- support vector machine svm
- information retrieval systems
- support vector
- training set
- feature space
- preprocessing
- search engine
- learning algorithm
- document categorization
- classification systems
- document clustering
- document retrieval
- relevant documents
- decision rules
- class labels
- document collections
- training data
- ranked list
- metadata
- vector space model
- user queries
- semantic information
- natural language processing
- multi class