career_network:resources
Resources
Domain-Specific Knowledge
Civil service system:
Literature & Tutorials
HMM: Hidden Markov Model
- Hidden Markov Models: a paper talking about the HMM clearly
- HMM on Chinese segmentation: Code implementation of HMM Viterbi
CRF: Conditional Random Fields
- CRF literature summary: a literature review for CRF
Tools
Chinese language segmentation
- HanLP: a comprehensive tool for Chinese NLP tasks
- Jieba: a popular Chinese segmentation library
- PKUseg : a Multi-Domain Chinese Word Segmentation Toolkit
Tree data structure & visualization tools
- TreeLib : a simple tree data structure for python
- d3.js Tree demo: a collapsible tree example
NLP Annotation Tools
- Prodigy: an annotation tool for various NLP tasks with active learning
- Chinese-Annotator: Chinese version of prodigy
career_network/resources.txt · Last modified: 2020/08/09 13:00 by keli