Visual Studio Code (VS Code) is powerful and it helps to improve our productivity significantly. In this post I would like to share some efficient tips for web development. Built-in FeaturesShortcutsT ...

Arrays, string, stack, queue, etc. Common data structures and algorithms.

I got to know something about C++ when learning CS106X-Stanford and Object-Oriented Programming-Zhejiang University . However, I haven’t studied C++ specially. In this summer vacation, I will dig into ...

Language modeling is the task of predicting the next word or character in a document. Language models were originally developed for the problem of speech recognition; they are also widely used in othe ...

Recently I’ve been doing a corpus-based research. There are several corpus tools available. Some are free, like AntConc, #LancsBox; and some are paid, like WordSmith and PowerGREP. The paid softwares ...

Today, December 8th, 2018, PyTorch 1.0 stable has been released. It is a milestone and I’d like to keep notes on PyTorch as I learn and use PyTorch. The resource mainly comes from PyTorch official tut ...

This post is mainly the reading note of the tutorial Neural Machine Translation and Sequence-to-sequence Models: A Tutorial and the solutions to its questions(maybe code, if possible). ConceptsMachi ...

Google AI Language just published their paper BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding on arXiv. Thang Luong, a research scientist on the Google Brain team, jus ...

This note is based on Natural Language Processing with Python - Analyzing Text with the Natural Language Toolkit. I’ve uploaded the exercises solution to GitHub. Texts and wordsTexts are represented i ...

I got to know the book The Study of Language on social network(Qzone) and luckily borrowed it from my schoolmate. Before diving into the field of natural language processing, I’d like to get an roughl ...