diff --git a/clause/where.go b/clause/where.go
index f7cd3318..a0f4598d 100644
--- a/clause/where.go
+++ b/clause/where.go
@@ -128,7 +128,7 @@ func (not NotConditions) Build(builder Builder) {
 		if negationBuilder, ok := c.(NegationExpressionBuilder); ok {
 			negationBuilder.NegationBuild(builder)
 		} else {
-			builder.WriteString(" NOT ")
+			builder.WriteString("NOT ")
 			c.Build(builder)
 		}
 	}
diff --git a/statement.go b/statement.go
index e65a064f..c03f6f88 100644
--- a/statement.go
+++ b/statement.go
@@ -265,7 +265,18 @@ func (stmt *Statement) BuildCondition(query interface{}, args ...interface{}) (c
 			}
 		case map[string]interface{}:
 			for i, j := range v {
-				conds = append(conds, clause.Eq{Column: i, Value: j})
+				reflectValue := reflect.Indirect(reflect.ValueOf(j))
+				switch reflectValue.Kind() {
+				case reflect.Slice, reflect.Array:
+					values := make([]interface{}, reflectValue.Len())
+					for i := 0; i < reflectValue.Len(); i++ {
+						values[i] = reflectValue.Index(i).Interface()
+					}
+
+					conds = append(conds, clause.IN{Column: i, Values: values})
+				default:
+					conds = append(conds, clause.Eq{Column: i, Value: j})
+				}
 			}
 		default:
 			reflectValue := reflect.Indirect(reflect.ValueOf(arg))
@@ -299,6 +310,21 @@ func (stmt *Statement) BuildCondition(query interface{}, args ...interface{}) (c
 					}
 				}
 			} else if len(conds) == 0 {
+				if len(args) == 1 {
+					switch reflectValue.Kind() {
+					case reflect.Slice, reflect.Array:
+						values := make([]interface{}, reflectValue.Len())
+						for i := 0; i < reflectValue.Len(); i++ {
+							values[i] = reflectValue.Index(i).Interface()
+						}
+
+						if len(values) > 0 {
+							conds = append(conds, clause.IN{Column: clause.PrimaryColumn, Values: values})
+						}
+						return
+					}
+				}
+
 				conds = append(conds, clause.IN{Column: clause.PrimaryColumn, Values: args})
 			}
 		}
diff --git a/tests/create_test.go b/tests/create_test.go
index 75059f18..46cc06c6 100644
--- a/tests/create_test.go
+++ b/tests/create_test.go
@@ -307,7 +307,7 @@ func TestCreateWithNoGORMPrimaryKey(t *testing.T) {
 
 func TestSelectWithCreate(t *testing.T) {
 	user := *GetUser("select_create", Config{Account: true, Pets: 3, Toys: 3, Company: true, Manager: true, Team: 3, Languages: 3, Friends: 4})
-	DB.Select("Account", "Toys", "Manager", "ManagerID", "Languages", "Name", "CreatedAt", "UpdatedAt", "Age", "Active").Create(&user)
+	DB.Select("Account", "Toys", "Manager", "ManagerID", "Languages", "Name", "CreatedAt", "Age", "Active").Create(&user)
 
 	var user2 User
 	DB.Preload("Account").Preload("Pets").Preload("Toys").Preload("Company").Preload("Manager").Preload("Team").Preload("Languages").Preload("Friends").First(&user2, user.ID)
diff --git a/tests/query_test.go b/tests/query_test.go
index 594fc268..c9eb5903 100644
--- a/tests/query_test.go
+++ b/tests/query_test.go
@@ -179,6 +179,45 @@ func TestFillSmallerStruct(t *testing.T) {
 	}
 }
 
+func TestNot(t *testing.T) {
+	dryDB := DB.Session(&gorm.Session{DryRun: true})
+
+	result := dryDB.Not(map[string]interface{}{"name": "jinzhu"}).Find(&User{})
+	if !regexp.MustCompile("SELECT \\* FROM .*users.* WHERE .*name.* <> .+").MatchString(result.Statement.SQL.String()) {
+		t.Fatalf("Build NOT condition, but got %v", result.Statement.SQL.String())
+	}
+
+	result = dryDB.Where("name = ?", "jinzhu1").Not("name = ?", "jinzhu2").Find(&User{})
+	if !regexp.MustCompile("SELECT \\* FROM .*users.* WHERE .*name.* = .+ AND NOT.*name.* = .+").MatchString(result.Statement.SQL.String()) {
+		t.Fatalf("Build NOT condition, but got %v", result.Statement.SQL.String())
+	}
+
+	result = dryDB.Not("name = ?", "jinzhu").Find(&User{})
+	if !regexp.MustCompile("SELECT \\* FROM .*users.* WHERE NOT.*name.* = .+").MatchString(result.Statement.SQL.String()) {
+		t.Fatalf("Build NOT condition, but got %v", result.Statement.SQL.String())
+	}
+
+	result = dryDB.Not(map[string]interface{}{"name": []string{"jinzhu", "jinzhu 2"}}).Find(&User{})
+	if !regexp.MustCompile("SELECT \\* FROM .*users.* WHERE .*name.* NOT IN \\(.+,.+\\)").MatchString(result.Statement.SQL.String()) {
+		t.Fatalf("Build NOT condition, but got %v", result.Statement.SQL.String())
+	}
+
+	result = dryDB.Not([]int64{1, 2}).First(&User{})
+	if !regexp.MustCompile("SELECT \\* FROM .*users.* WHERE .*id.* NOT IN \\(.+,.+\\)").MatchString(result.Statement.SQL.String()) {
+		t.Fatalf("Build NOT condition, but got %v", result.Statement.SQL.String())
+	}
+
+	result = dryDB.Not([]int64{}).First(&User{})
+	if !regexp.MustCompile("SELECT \\* FROM .*users.* WHERE .users.\\..deleted_at. IS NULL ORDER BY").MatchString(result.Statement.SQL.String()) {
+		t.Fatalf("Build NOT condition, but got %v", result.Statement.SQL.String())
+	}
+
+	result = dryDB.Not(User{Name: "jinzhu", Age: 18}).First(&User{})
+	if !regexp.MustCompile("SELECT \\* FROM .*users.* WHERE .*users.*..*name.* <> .+ AND .*users.*..*age.* <> .+").MatchString(result.Statement.SQL.String()) {
+		t.Fatalf("Build NOT condition, but got %v", result.Statement.SQL.String())
+	}
+}
+
 func TestPluck(t *testing.T) {
 	users := []*User{
 		GetUser("pluck-user1", Config{}),