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This thread is resolved. Here is a description of the problem and solution.
Problem: The translated posts are not shown in the frontend. Solution: The issue is caused by the fact that the category is included in the Permalinks, but the categories are not yet translated.
To solve the issue, translate the post categories from WPML -> Taxonomy Translation -> Categories and save again the original posts.