CRF-based Hybrid Model for Word Segmentation, NER and even POS Tagging.
Zhiting XuXian QianYuejie ZhangYaqian ZhouPublished in: IJCNLP (2008)
Keyphrases
- hybrid model
- pos tagging
- word segmentation
- conditional random fields
- named entity recognition
- chinese word segmentation
- n gram
- graphical models
- information extraction
- language independent
- pairwise
- text classification
- maximum entropy
- markov random field
- language modeling
- hidden markov models
- natural language processing
- named entities
- part of speech
- pos taggers
- generative model
- cross lingual
- probabilistic model
- relation extraction
- semi supervised
- image analysis
- document analysis
- pattern recognition
- training data
- artificial intelligence
- machine learning