NiuTrans/MTBook resource

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

2793 stars · 750 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

An open-source Chinese-language textbook, 'Machine Translation: Foundations and Models' by Tong Xiao and Jingbo Zhu of NEU NLP Lab / NiuTrans, covering machine translation from statistical foundations to modern neural and deep-learning approaches. The full book is written in TeX with all source openly available, and is published as a complete PDF plus a free web version.

Use cases

• learn machine translation from scratch
• understand how statistical machine translation works
• study neural machine translation models and transformers
• find a free machine translation textbook in Chinese
• prepare for NLP research focused on translation
• get course material for teaching machine translation
• review n-gram language modeling and parsing basics for MT

When to choose

• you want a systematic, textbook-depth treatment of machine translation history, statistical methods, and neural models
• you prefer Chinese-language instruction or want the TeX source to adapt the material
• you need free access via web chapters or a complete PDF for self-study or coursework

When to avoid

• you need runnable software or a library to build a translation system rather than a book
• you want an English-language textbook
• you need hands-on training code, datasets, or benchmark tooling, which this resource does not provide

Facets

learning-resource · maturity stable

nlp machine-learning deep-learning machine-learning deep-learning tutorials education browser machine-translation neural-machine-translation statistical-machine-translation textbook open-textbook tex chinese-language nlp-tutorial natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="NiuTrans/MTBook")