UC3M-PUCPR at SemEval-2022 Task 11: An Ensemble Method of Transformer-based Models for Complex Named Entity Recognition.
Elisa Terumi Rubel SchneiderRenzo M. Rivera ZavalaPaloma MartínezClaudia MoroEmerson Cabrera ParaisoPublished in: SemEval@NAACL (2022)
Keyphrases
- named entity recognition
- ensemble methods
- classifier ensemble
- information extraction
- named entities
- natural language processing
- machine learning methods
- text summarization
- conditional random fields
- maximum entropy
- probabilistic model
- prediction accuracy
- semi supervised
- knowledge base
- annotated corpus
- ensemble learning
- machine learning
- word sense disambiguation
- active learning
- expert systems
- image processing
- feature selection