microNER: A Micro-Service for German Named Entity Recognition based on BiLSTM-CRF.
Gregor WiedemannRaghav JindalChris BiemannPublished in: CoRR (2018)
Keyphrases
- named entity recognition
- conditional random fields
- information extraction
- named entities
- natural language processing
- maximum entropy
- text summarization
- semi supervised
- sequence labeling
- annotated corpus
- hidden markov models
- relation extraction
- probabilistic model
- pairwise
- hand coded
- proper names
- crf model
- classifier ensemble
- graphical models
- markov random field
- higher order
- databases
- computer vision
- structured prediction
- maximum entropy classifier
- association rules
- data analysis
- training data
- image processing
- machine learning