All words are nouns!

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Across
  1. 2. relation based on similarities and differences
  2. 3. 住宿，膳宿
  3. 6. beautiful handwriting
  4. 8. a musical work that has been created
  5. 9. a society in an advanced state of social development (e.g., with complex legal and political and religious organizations)
  6. 10. 描述
Down
  1. 1. an expression of gratitude
  2. 4. 现象
  3. 5. 调查
  4. 7. 建立