Thanks for replying. @Canapin
I wrapped my search keywords in " and none of the posts containing such hyperlinks were returned. I confirmed that my keywords are not in the list of stopwords.
It seems like my forum just forbids searching by hyperlink substrings.
And the perviously returned results were fetched according to matches between the keyword and fragments of texts other than hyperlinks.