Using $\text{CRF}+\text{LG}$ for automated classification of named entities in newspaper texts.
Jaimel de Oliveira LimaCristiano da Silveira ColomboFlávio IzoJuliana Pinheiro Campos PirovaniElias de OliveiraPublished in: CLEI (2020)
Keyphrases
- text documents
- named entities
- text mining
- text corpus
- information extraction
- named entity recognition
- automated classification
- natural language text
- named entity disambiguation
- co occurrence
- text retrieval
- text summarization
- information retrieval
- news articles
- image segmentation
- proper names
- conditional random fields
- keywords
- noun phrases
- relation extraction
- artificial intelligence
- news corpus
- text classification
- document collections
- object recognition
- generative model
- domain specific
- training corpus
- feature selection