NERP-CRF: uma ferramenta para o reconhecimento de entidades nomeadas por meio de Conditional Random Fields.
Daniela Oliveira Ferreira do AmaralRenata VieiraPublished in: Linguamática (2014)
Keyphrases
- conditional random fields
- crf model
- graphical models
- long range
- higher order
- probabilistic model
- hidden markov models
- markov random field
- random fields
- information extraction
- generative model
- image labeling
- maximum entropy
- named entity recognition
- pairwise
- markov models
- sequence labeling
- structured prediction
- superpixels
- markov networks
- fully connected
- efficient inference
- dynamic conditional random fields
- approximate inference
- belief propagation
- semantic segmentation
- graph cuts
- natural language processing
- semi supervised
- image processing
- information retrieval
- ordinal scale
- web page prediction
- machine learning