Ensemble Labeling Towards Scientific Information Extraction (ELSIE).
Erin MurphyAlexander RasinJacob D. FurstDaniela RaicuRoselyne TchouaPublished in: ICCS (1) (2021)
Keyphrases
- information extraction
- natural language processing
- precision and recall
- text mining
- ensemble learning
- named entity recognition
- semi structured
- ensemble methods
- information retrieval
- machine learning
- structured data
- active learning
- neural network
- textual data
- question answering
- web documents
- named entities
- free text
- labeling process
- image segmentation
- scientific data
- relational learning
- text processing
- text documents
- conditional random fields
- data extraction
- classifier ensemble
- training set
- open domain
- training data
- relation extraction
- machine translation
- science learning
- image labeling
- ontology based information extraction
- word sense disambiguation
- natural language
- feature selection
- data mining
- random forest
- base classifiers
- web mining
- benchmark datasets
- unsupervised learning
- semi supervised
- multi class
- majority voting
- support vector machine
- scientific literature
- data streams
- scientific disciplines