diff --git a/dict/dict2.txt b/dict/dict2.txt
new file mode 100644
index 0000000..1e2e57f
--- /dev/null
+++ b/dict/dict2.txt
@@ -0,0 +1 @@
+刘*上*台
\ No newline at end of file
diff --git a/examples/readme/main.go b/examples/readme/main.go
index 667cda6..4ccf030 100644
--- a/examples/readme/main.go
+++ b/examples/readme/main.go
@@ -2,8 +2,7 @@ package main
 
 import (
 	"fmt"
-
-	"github.com/importcjj/sensitive"
+	"sensitive"
 )
 
 func main() {
diff --git a/examples/simple.go b/examples/simple.go
index bc47cd5..543005c 100644
--- a/examples/simple.go
+++ b/examples/simple.go
@@ -2,8 +2,7 @@ package main
 
 import (
 	"fmt"
-
-	"github.com/importcjj/sensitive"
+	"sensitive"
 )
 
 func main() {
diff --git a/examples/test_issue_3/main.go b/examples/test_issue_3/main.go
index f0e98e3..03c3b43 100644
--- a/examples/test_issue_3/main.go
+++ b/examples/test_issue_3/main.go
@@ -2,7 +2,7 @@ package main
 
 import (
 	"fmt"
-	"github.com/importcjj/sensitive"
+	"sensitive"
 )
 
 func keywordFilterSearch(content string) (bool, string) {
diff --git a/examples/test_issue_4/simple.go b/examples/test_issue_4/simple.go
index 045094b..05a825a 100644
--- a/examples/test_issue_4/simple.go
+++ b/examples/test_issue_4/simple.go
@@ -2,12 +2,14 @@ package main
 
 import (
 	"fmt"
-
-	"github.com/importcjj/sensitive"
+	"sensitive"
 )
 
 func main() {
 	filter := sensitive.New()
-	filter.LoadWordDict("../../dict/dict.txt")
-	fmt.Println(filter.Replace("xC4x", '*'))
+	filter.LoadWordDict("../../dict/dict2.txt")
+	fmt.Println(filter.ValidateWithWildcard("刘一上三台啊", '*'))
+	fmt.Println(filter.ValidateWithWildcard("哈哈哈刘一上三", '*'))
+	fmt.Println(filter.ValidateWithWildcard("哈哈哈刘一上三台", '*'))
+	fmt.Println(filter.ValidateWithWildcard("哈哈哈刘一上三台，你是个小白鼠", '*'))
 }
diff --git a/filter.go b/filter.go
index fed8b0e..a3d57e7 100644
--- a/filter.go
+++ b/filter.go
@@ -111,3 +111,8 @@ func (filter *Filter) Validate(text string) (bool, string) {
 func (filter *Filter) RemoveNoise(text string) string {
 	return filter.noise.ReplaceAllString(text, "")
 }
+
+func (filter *Filter) ValidateWithWildcard(text string, wildcard rune) (bool, string) {
+	text = filter.RemoveNoise(text)
+	return filter.trie.ValidateWithWildcard(text, wildcard)
+}
diff --git a/trie_tree.go b/trie_tree.go
index d17ea66..4166c69 100644
--- a/trie_tree.go
+++ b/trie_tree.go
@@ -173,6 +173,58 @@ func (tree *Trie) Validate(text string) (bool, string) {
 	return true, Empty
 }
 
+func (tree *Trie) ValidateWithWildcard(text string, wildcard rune) (bool, string) {
+
+	runes := []rune(text)
+
+	for curl := 0; curl < len(runes); curl++ {
+
+		patter := ""
+		parent := tree.Root
+		if tree.dfs(runes, parent, curl, wildcard, "", &patter) {
+			return false, patter
+		}
+	}
+	return true, ""
+}
+
+func (tree *Trie) dfs(runes []rune, parent *Node, curl int, wildcard rune, str string, patter *string) bool {
+
+	if parent == nil {
+		return false
+	}
+	if parent.IsPathEnd() {
+		*patter = str
+		return true
+	}
+	if curl >= len(runes) {
+		return false
+	}
+
+	// 匹配到了
+	if current, found := parent.Children[runes[curl]]; found {
+		if is1 := tree.dfs(runes, current, curl+1, wildcard, str+string(runes[curl]), patter); is1 {
+			return true
+		}
+	}
+
+	// 先看有没有*
+	if current1, found1 := parent.Children[wildcard]; found1 {
+
+		if is2 := tree.dfs(runes, current1, curl+1, wildcard, str+string(wildcard), patter); is2 {
+			return true
+		}
+
+		if current2, found2 := current1.Children[runes[curl]]; found2 {
+			if is3 := tree.dfs(runes, current2, curl+1, wildcard, str+string(wildcard)+string(runes[curl]), patter); is3 {
+				return true
+			}
+		}
+	}
+	return false
+
+}
+
 // FindIn 判断text中是否含有词库中的词
 func (tree *Trie) FindIn(text string) (bool, string) {
 	validated, first := tree.Validate(text)