Anime with speical characters in name are not recognized every week

Are you using Sonarr to import your episodes?

You shouldn’t have an issue. If the series is match already then every episode added should add correctly.
Case in point.

Though I wouldn’t recommend this naming…but it can be done…

But, let sit everything aside… First we really need to know your naming convention, exactly what it is.

My example was…

One Tree Hill (2003) <--Folder
   Season 01 <--Folder
      One Tree Hill (2003) - s01e01 - Pilot.mp4 <--Episode
   Season 02 <--Folder
      One Tree Hill (2003) - s02e01 - The Desperate Kingdom of Love.mp4 <--Episode