diff --git a/CHANGELOG.md b/CHANGELOG.md
index ced9a5eb..2e2e6311 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -25,6 +25,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com), and this
 #### Fixed
 
 * [#700](https://github.com/shlinkio/shlink/issues/700) Fixed migration not working with postgres.
+* [#690](https://github.com/shlinkio/shlink/issues/690) Fixed tags being incorrectly sluggified when filtering short URL lists, making results not be the expected.
 
 
 ## 2.1.1 - 2020-03-28
diff --git a/module/Core/src/Validation/ShortUrlsParamsInputFilter.php b/module/Core/src/Validation/ShortUrlsParamsInputFilter.php
index b3e6db2d..20191fa1 100644
--- a/module/Core/src/Validation/ShortUrlsParamsInputFilter.php
+++ b/module/Core/src/Validation/ShortUrlsParamsInputFilter.php
@@ -39,7 +39,7 @@ class ShortUrlsParamsInputFilter extends InputFilter
 
         $tags = $this->createArrayInput(self::TAGS, false);
         $tags->getFilterChain()->attach(new Filter\StringToLower())
-                               ->attach(new Validation\SluggerFilter());
+                               ->attach(new Filter\PregReplace(['pattern' => '/ /', 'replacement' => '-']));
         $this->add($tags);
     }
 }