Low-Resource Named Entity Recognition with Cross-lingual, Character-Level Neural Conditional Random Fields.
Ryan CotterellKevin DuhPublished in: IJCNLP(2) (2017)
Keyphrases
- named entity recognition
- conditional random fields
- cross lingual
- information extraction
- machine translation
- sequence labeling
- natural language processing
- language modeling
- maximum entropy
- probabilistic model
- graphical models
- named entities
- text summarization
- relation extraction
- higher order
- hidden markov models
- generative model
- crf model
- markov random field
- pairwise
- text classification
- text mining
- transfer learning
- semi supervised
- structured prediction
- unsupervised learning
- information retrieval
- information retrieval systems
- co occurrence
- markov networks
- feature space
- bayesian networks
- computer vision