UMUTeam at EXIST 2022: Knowledge Integration and Ensemble Learning for Multilingual Sexism Identification and Categorization using Linguistic Features and Transformers.
José Antonio García-DíazSalud María Jiménez ZafraRicardo Colomo PalaciosRafael Valencia-GarcíaPublished in: IberLEF@SEPLN (2022)
Keyphrases
- ensemble learning
- knowledge integration
- linguistic features
- text classification
- generalization ability
- structural features
- named entities
- ensemble methods
- text categorization
- unlabeled data
- random forest
- feature selection
- science learning
- semantic features
- news stories
- concept drift
- feature set
- linguistic knowledge
- part of speech
- image classification
- labeled data
- named entity recognition
- sentence level
- base classifiers
- translation model
- n gram
- cross language information retrieval
- multi label
- pairwise
- machine learning
- cross language
- cross lingual
- expert systems
- unsupervised learning
- decision trees
- domain knowledge
- learning process
- metadata
- semi supervised