As another example, the existing techniques usually ignore noisy elements inside a block that is classified as content. Examples of such elements are embedded advertisements, link to related articles and short snippets or instructions inside a block.
As I checked noisy means someone who makes a lot of noise. Then I look for a word for extra or redundant elements. What are the common words and phrases?