Resources

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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
Log-Linear Models,MEMMs,and CRFs

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