Introduction to Computational Linguistics
===

:::info
### Weekly learning notes of the book, [Speech and Language Processing (3rd)](https://web.stanford.edu/~jurafsky/slp3/).

Course: [Introduction to Computational Linguistics (Spring Semester 2021) ](https://newdoc.nccu.edu.tw/teaschm/1092/schmPrv.jsp-yy=109&smt=2&num=555752&gop=00&s=1.html)
Graduate Institute of Linguistics, National Chengchi University
:::

View the book with "<i class="fa fa-book fa-fw"></i> Book Mode".

- [CH2 Linux Commands](https://hackmd.io/@yychang/BySpqTREd)
- [CH3 N-gram and Language Model](https://hackmd.io/@yychang/HJpNy004O)
- [CH4 Naive Bayes, Model Training, and Evaluation](https://hackmd.io/@yychang/BJ1pk0R4u)
- [CH5 Logistic Regression and Gradient Descent](https://hackmd.io/@yychang/rkO7eRANd)
- [CH6 Embeddings and Weightings](/w_QfN-ttScSAfd48SLa_ng)
- [CH7 Basic Neural Networks](/SVJhcRZMR3y5_GPgNnv_Xw)
- [CH8 Sequence Labeling (HMM and CRF)](/8qVNFGdxReOnUzCVTDZMCw)
- [CH9 Deep Learning (RNN, LSTM, Transformers)](/y-SF-EbTSc2Ph4u1-XcXng)
- [CH11 Machine Translation and Evaluation (encoder and decoder)](/_WzZrM1-Qt2zVdLVa12w8A)
- [其他 markdown 功能參考](/9I4v9MbeSQW5Dk2i4v3hEg)

###### tags: `Intro_CL`