Bacterial named entity recognition based on dictionary and conditional random field.
Xiaoyan WangXingpeng JiangMengwen LiuTingting HeXiaohua HuPublished in: BIBM (2017)
Keyphrases
- conditional random fields
- named entity recognition
- genia corpus
- information extraction
- sequence labeling
- maximum entropy
- named entity recognizer
- hidden markov models
- probabilistic model
- graphical models
- crf model
- higher order
- random fields
- sparse representation
- relation extraction
- generative model
- markov random field
- pairwise
- annotated corpus
- structured prediction
- text summarization
- segmentation method
- markov networks
- artificial intelligence
- approximate inference
- superpixels
- clustering algorithm
- knowledge representation
- active learning
- prior knowledge