ALL POSTS

How to Distinguish Natural Language and Formal Language

The ZIPF Statistical Theory for Symbol Text.

In natural language, the frequency of a word is inversely proportional to its rank in the word frequency. Symbol sequences usually have high entropy and a long-tail distribution.

28 Aug, 2025
NLP

Two-Ways Binding in Frontend Implementation

Two-ways binding's minimal implementations and simple examples with JavaScript in frontend.

23 Aug, 2025
FRONTEND

ES6 Note: Weakmap

The introduction and usage examples for Weakmap in ES6, with comparing to the Map.

22 Aug, 2025
JS&TS

心非木石岂无感

我们都应该为身边有这样的人,痛苦地活着,又痛苦地死去,而感到惭愧。

7 Jul, 2025
OTHERS

Drafts for I18n & L10n Mind Framework.

The Checklist for software i18n design. This checklist is intended to provide a checklist for planning reference during the software design phase. Of course, this is just an outline.

11 May, 2025
PROJECT-PRACTICE

Neural Graph Collaborative Filtering

This is the reading notes for NGCF Paper(arXiv:1905.08108), which propose to integrate the user-item interactions, more specifically the bipartite graph structure, into the embedding process, and exploits the user-item graph structure by propagating embeddings on it.

8 May, 2025
ML

考上了,但似乎也没有那么开心

2025 年研招已经落幕,考上了,但似乎也并没有那么开心。日后,救赎之道仍待探索,毕竟,人生是旷野嘛。

7 May, 2025
THOUGHTS

工程写作:Markdown 插入示意图

在 Markdown 工程写作中,经常会有插入 UML,流程图,架构图等示意图的需求。本文推荐两种工具以及对应的 Markdown 处理库、Visual Studio Code Markdown 扩展插件。

3 Mar, 2025
PROJECT-PRACTICE

About Technical Writing in English.

I have tried to do technical writing in English since 2022. And now I have came up with a further plan.

11 Feb, 2025
THOUGHTS

Some Tips for Designing Tokenizer for Search Engine

Take Chinese, English and Japanese for Example

I'm planning to do some optimizations for full-text search engine for my blog site recently and enhance it with better Chinese and English language support, and there are some ideas flips through my mind.

18 Jan, 2025
PROJECT-PRACTICENLP
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