A Very Brief End-To-End Overview of Chinese NLP
Guan is currently a Data Scientist at Swiss Re. His job involves using NLP technology for Automation and Augmented Intelligence. Previously Guan was working on Data Mining projects at Lenovo Machine Intelligence Center, and Machine Vision projects at ASTRI. During his Physics MPhil study at HKUST Guan was also doing research work on Genetic Algorithms and Complex Network Analysis. Guan trains himself to train machines.
From web crawling to annotation tools, from sentences to words characters and radicals, from embedding and weights to labels and losses, from LSTM and CNN to bi-direction and iterated dilation, from classification to sequential tagging and generation, from entity and relation to knowledge graph, from you to bots, here is a very brief end-to-end overview of Chinese NLP.