royal12646/Chinese-offensive-language-detect

• hightopics#1

  Add relevant topics to the repository

  Why:

  CURRENT

  (none)

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  ["chinese-nlp", "offensive-language-detection", "hate-speech-detection", "content-moderation", "natural-language-processing", "text-classification", "machine-learning", "deep-learning", "data-generation", "mandarin"]

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• highlicense#2

  Add a LICENSE file to the repository

  Why:

  CURRENT

  (no LICENSE file detected — the repo has no recognizable license)

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  Create a `LICENSE` file in the repository root. For example, you could use the MIT License text, which is permissive and widely adopted, or choose another license that fits your project's goals.

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• mediumreadme#3

  Reposition the README's opening to highlight the solution

  Why:

  CURRENT

  # Chinese-offensive-language-detect
  
  **本数据集用于中文攻击性语言检测任务的研究与开发，包含大量具有攻击性、侮辱性、歧视性、涉黄等内容的文本示例。这些文本仅用于自然语言处理领域的分类建模、对抗鲁棒性测试、语言安全性研究等学术与工程目的。**

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  # Chinese-offensive-language-detect
  
  本项目旨在通过数据生成技术、模型微调技术、加权投票技术来检测以下6种有害文本：涉黄有害文本、辱骂/谐音辱骂有害文本、地域、性别、种族、职业攻击有害文本。
  
  **本数据集用于中文攻击性语言检测任务的研究与开发，包含大量具有攻击性、侮辱性、歧视性、涉黄等内容的文本示例。这些文本仅用于自然语言处理领域的分类建模、对抗鲁棒性测试、语言安全性研究等学术与工程目的。**

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Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

  How to detect and filter various types of offensive language in Chinese text?

  you: not recommended
  AI recommended (in order):

  1. Baidu AI Cloud Content Moderation
  2. Tencent Cloud Content Moderation
  3. Alibaba Cloud Content Moderation
  4. Google Cloud Natural Language API
  5. Hugging Face Transformers
  6. Python's `re` module
  7. Microsoft Azure Content Moderator

  AI recommended 7 alternatives but never named royal12646/Chinese-offensive-language-detect. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

  Looking for a solution to identify hate speech and discriminatory content in Mandarin.

  you: not recommended
  AI recommended (in order):

  1. Google Cloud Natural Language API
  2. Baidu AI Cloud NLP
  3. Tencent Cloud NLP
  4. OpenAI GPT-3.5/GPT-4
  5. Hugging Face Transformers
  6. Microsoft Azure Cognitive Services - Text Analytics
  7. scikit-learn
  8. TensorFlow
  9. PyTorch

  AI recommended 9 alternatives but never named royal12646/Chinese-offensive-language-detect. This is the gap to close.

  Show full AI answer

• Metadata completeness

  fail

  Suggestion:

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of royal12646/Chinese-offensive-language-detect?

  pass
  ⚠AI did not name royal12646/Chinese-offensive-language-detect — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts royal12646/Chinese-offensive-language-detect in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named royal12646/Chinese-offensive-language-detect explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo royal12646/Chinese-offensive-language-detect solve, and who is the primary audience?

  pass
  ⚠AI did not name royal12646/Chinese-offensive-language-detect — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?