Spanish NER with Word Representations and Conditional Random Fields.
Jenny CoparaJosé OchoaCamilo ThorneGoran GlavasPublished in: NEWS@ACM (2016)
Keyphrases
- conditional random fields
- named entity recognition
- maximum entropy
- probabilistic model
- hidden markov models
- information extraction
- graphical models
- sequence labeling
- markov random field
- higher order
- crf model
- random fields
- n gram
- parameter learning
- pairwise
- word sense disambiguation
- structured prediction
- question answering
- generative model
- co occurrence
- image labeling
- structured learning
- markov networks
- named entity recognizer
- protein fold recognition
- web page prediction
- natural language processing
- relation extraction
- text classification
- machine translation system
- semi markov