diff --git a/migrations/20190325001339_releases.js b/migrations/20190325001339_releases.js
index 9d6d20b7..85bed018 100644
--- a/migrations/20190325001339_releases.js
+++ b/migrations/20190325001339_releases.js
@@ -1012,7 +1012,7 @@ exports.up = knex => Promise.resolve()
 				SELECT releases.id, ranks.rank FROM (
 					SELECT
 						releases_search.release_id,
-						ts_rank(releases_search.document, to_tsquery('english', regexp_replace(query, '[\\s._-]+', '|', 'gi'))) AS rank
+						ts_rank(releases_search.document, to_tsquery('english', array_to_string(array(SELECT * FROM regexp_matches(query, '\\w+', 'g')), '|'))) AS rank
 					FROM releases_search
 					) ranks
 				LEFT JOIN releases ON releases.id = ranks.release_id