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Wordless is an integrated corpus tool with multilingual support for the study of language, literature, and translation designed and developed by Ye Lei (叶磊), then MA student in interpreting studies at Shanghai International Studies University (上海外国语大学).


The latest version (2.1.0) of Wordless supports Windows 7/8/8.1/10, macOS 10.11 or later, and Ubuntu 16.04 or later, all 64-bit only.

For detailed changelog, please see

Release Remarks
Latest Version for Windows 1. Unzip the file
2. Double-click Wordless/Wordless.exe to run
Latest Version for macOS 1. Unzip the file
2. Double-click to run
Latest Version for Linux 1. Unzip the file
2. Double-click Wordless/Wordless to run
Older Versions Not recommended
Baidu Netdisk (百度网盘) For Chinese users with slow connections to Github (PASSWORD: wdls)
中国用户若Github下载速度较慢可尝试从百度网盘下载 (提取码: wdls)


Need Help?

If you encounter a problem, find a bug, or require any further information, feel free to ask questions, submit bug reports, or provide feedback by creating an issue on Github if you fail to find the answer by searching existing issues first.

If you need to post sample texts or other information that cannot be shared or you do not want to share publicly, you may send me an email.

Channel Contact Information
WeChat Official Account WeChat Official Account


If you publish work that uses Wordless, please cite as follows.

APA (7th Edition):

Ye, L. (2021). Wordless (Version 2.1.0) [Computer software]. Github.

MLA (8th Edition):

Ye Lei. Wordless, version 2.1.0, 2021. Github,


Copyright (C) 2018-2022  Ye Lei (叶磊)

This program is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
GNU General Public License for more details.

You should have received a copy of the GNU General Public License
along with this program.  If not, see <>.

FOSSA Status


If you have an interest in helping the development of Wordless, you may contribute bug fixes, enhancements, or new features by creating a pull request on Github.

Besides, you may contribute by submitting enhancement proposals or feature requests, write tutorials or Github Wiki for Wordless, or helping me translate Wordless and its documentation to other languages.


If you would like to support the development of Wordless, you may donate via PayPal, Alipay, or WeChat Pay.

PayPal Alipay WeChat Pay
PayPal Alipay WeChat Pay


I would like to extend my sincere gratitude to the following open-source projects without which this project would not have been possible:

  Name Authors
1 Beautiful Soup Leonard Richardson
2 botok Hélios Drupchen Hildt
3 Charset Normalizer TAHRI Ahmed R.
4 CLTK Kyle P. Johnson, Patrick J. Burns, John Stewart,
Todd Cook, Clément Besnier, William J. B. Mattingly
5 extra-stopwords Jason Champion
6 jieba Sun Junyi (孙君意)
7 langdetect 中谷秀洋, Michal Danilák
8 Marco Lui
9 Lemmatization Lists Michal Boleslav Měchura
10 Matplotlib Matplotlib Development Team
11 nagisa Taishi Ikeda (池田大志)
12 NetworkX Aric Hagberg, Dan Schult, Pieter Swart
13 NLTK Steven Bird, Edward Loper, Ewan Klein
14 NumPy NumPy Developers
15 opencc-python Huang Yichen, Carbo Kuo (郭家宝)
16 openpyxl Eric Gazoni, Charlie Clark
17 pkuseg Ruixuan Luo (罗睿轩), Jingjing Xu (许晶晶), Xuancheng Ren (任宣丞),
Yi Zhang (张艺), Bingzhen Wei (位冰镇), Xu Sun (孙栩)
18 PyInstaller Hartmut Goebel
19 pymorphy2 Mikhail Korobov
20 Pyphen Guillaume Ayoub
21 PyQt Riverbank Computing Limited
22 PyThaiNLP Wannaphong Phatthiyaphaibun (วรรณพงษ์ ภัททิยไพบูลย์)
23 Python Guido van Rossum, Python Software Foundation
24 python-docx Steve Canny
25 razdel Alexander Kukushkin
26 Requests Kenneth Reitz
27 Sacremoses Liling Tan
28 SciPy SciPy Developers
29 spaCy Matthew Honnibal, Ines Montani, Sofie Van Landeghem,
Adriane Boyd, Paul O'Leary McCann
30 ssg Ponrawee Prasertsom
31 Stopwords ISO Gene Diaz
32 SudachiPy Works Applications Co., Ltd.
33 TextBlob Steven Loria
34 Tokenizer Vilhjálmur Þorsteinsson
35 Underthesea Vu Anh
36 WordCloud Andreas Christian Mueller