Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF.
Yan ShaoChristian HardmeierJörg TiedemannJoakim NivrePublished in: IJCNLP(1) (2017)
Keyphrases
- joint segmentation
- pos tagging
- chinese word segmentation
- word segmentation
- conditional random fields
- part of speech
- nearest neighbor
- named entity recognition
- entity resolution
- dependency parsing
- image segmentation
- pairwise
- deformable registration
- n gram
- graphical models
- machine translation
- information extraction
- hidden markov models
- language independent
- domain adaptation
- markov random field
- maximum entropy
- cross lingual
- named entities
- higher order
- text classification
- dynamic textures
- document analysis
- image analysis
- face recognition
- machine learning