On the Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents.
Hidelberg Oliveira AlbuquerqueEllen SouzaAdriano L. I. OliveiraDavid MacêdoCleber ZanchettinDouglas VitórioNádia Félix F. da SilvaAndré C. P. L. F. de CarvalhoPublished in: EPIA (2) (2023)
Keyphrases
- learning models
- named entity recognition
- legal documents
- conditional random fields
- information extraction
- named entities
- semi supervised
- maximum entropy
- semi supervised learning
- natural language processing
- machine learning
- graphical models
- learning tasks
- learning algorithm
- hidden markov models
- loss function
- generative model
- markov random field
- pairwise
- machine learning algorithms
- data sets
- classification models
- probabilistic model
- learning problems
- wordnet
- higher order
- feature vectors
- unsupervised learning
- support vector machine