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[zh-TW] Update Chapter 1 Traditional Chinese translation - #1227

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thliang01:zh-TW/chapter1-translation-update
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thliang01 wants to merge 15 commits into
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thliang01:zh-TW/chapter1-translation-update

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@thliang01

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Summary

  • Updates all 11 files in chapters/zh-TW/chapter1/ to align with the latest English source
  • Modernizes terminology throughout (e.g. 函式庫 for library, 資料集 for dataset, 您 for 你 in formal contexts)
  • Adds new introductory section explaining the distinction between NLP and LLMs
  • Adds new author bios (Abubakar Abid, Ben Burtenshaw, Dawood Khan, Merve Noyan, Lucile Saulnier, Lewis Tunstall)
  • Restructures chapter1/10.mdx from a quiz format into a chapter summary
  • Improves overall translation quality and readability throughout the chaptergeneration reasoning in large language models, including attention mechanisms and sampling strategies.
  • Updated chapter 9 to address biases and limitations of pretrained models, including practical examples demonstrating gender bias in predictions.

## Summary

- Updates all 11 files in `chapters/zh-TW/chapter1/` to align with the latest English source
- Modernizes terminology throughout (e.g. 函式庫 for library, 資料集 for dataset, 您 for 你 in formal contexts)
- Adds new introductory section explaining the distinction between NLP and LLMs
- Adds new author bios (Abubakar Abid, Ben Burtenshaw, Dawood Khan, Merve Noyan, Lucile Saulnier, Lewis Tunstall)
- Restructures `chapter1/10.mdx` from a quiz format into a chapter summary
- Improves overall translation quality and readability throughout the chaptergeneration reasoning in large language models, including attention mechanisms and sampling strategies.
- Updated chapter 9 to address biases and limitations of pretrained models, including practical examples demonstrating gender bias in predictions.
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

@thliang01

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Hi @thisistz — would you be able to review this PR when you have a moment?

This is a full rewrite of the Chapter 1 zh-TW translation, updated to align with the current English source. It replaces the older #991 which had accumulated too many conflicts.

Any feedback on the translation quality or terminology is very welcome. Thank you!

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  • content updated to newest version

* Adjusted wording for better readability in the course content.
* Corrected minor translation inconsistencies in the text.
* Enhanced the overall flow of the chapter for learners.
* Adjusted punctuation and formatting for better readability.
* Ensured consistent terminology throughout the text.
* Enhanced clarity in descriptions of NLP tasks and LLMs.
* Added spaces in headings and text for better readability.
* Ensured consistent terminology for "文字" and "文本" throughout the chapter.
* Updated phrases for improved readability.
* Adjusted terminology for better alignment with context.
* Ensured consistency in the use of terms throughout the section.
* Corrected terminology from "編碼器-解碼器" to "編碼器~解碼器" for consistency.
* Improved clarity in tips and explanations throughout the text.
* Adjusted phrasing for better readability and understanding.
* Ensured consistent use of "文字" instead of "文本" across the document.
* Adjusted translations for clarity and consistency.
* Changed "文本" to "文字" in multiple instances.
* Ensured consistent use of "編碼器~解碼器" throughout the document.
* Improved terminology for better understanding.
* Ensured consistent use of terms like "文字" and "文字生成".
* Enhanced explanations for clarity in quiz questions.
@thliang01
thliang01 marked this pull request as draft September 15, 2026 03:08
…urce

* Restore the beam search image missing from the translation.
* Unify 推理/推論 as 推論 and 詞元/標記 as 標記.
* Apply Taiwan terminology (取樣, 偵測, 元件, 建構, 網路) and use 你
  consistently.
* Split long sentences for readability.
* Added a transitional sentence to enhance context
  regarding the use of BERT in the `fill-mask` pipeline.
* Updated the final paragraph to emphasize the potential
  biases in model outputs.
* Refined language for better readability.
* Improved terminology consistency throughout the chapter.
* Enhanced explanations of key concepts related to LLM and Transformers.
* Changed title from "測驗時間" to "考試時間!"
* Improved wording for better understanding of the quiz process
* Updated section title from "多選題測驗" to "選擇題測驗"
* Clarified the description of the quiz content
* Corrected title in chapter 1 section 4 from
  "Transformer 是如何運作的?" to "Transformers 是如何運作的?"
* Updated title in chapter 1 section 9 from
  "偏見和侷限性" to "偏見與限制"
* Changed header in chapter 1 quiz from "考試時間!" to
  "認證測驗"
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3 participants