Assessing the Effectiveness of Multilingual Transformer-based Text Embeddings for Named Entity Recognition in Portuguese.
Diego Bernardes de Lima SantosFrederico Giffoni de Carvalho DutraFernando Silva ParreirasWladmir Cardoso BrandãoPublished in: ICEIS (1) (2021)
Keyphrases
- named entity recognition
- text summarization
- information extraction
- named entities
- natural language processing
- proper names
- text mining
- named entity disambiguation
- semi supervised
- text documents
- named entity recognizer
- conditional random fields
- maximum entropy
- relation extraction
- annotated corpus
- cross language
- text retrieval
- information retrieval
- keywords
- classifier ensemble
- machine learning
- noun phrases
- text classification
- reinforcement learning
- active learning
- question answering
- higher order