diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/SqlParser.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/SqlParser.scala
index 79f526e823cd4..8bc78ac67d88f 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/SqlParser.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/SqlParser.scala
@@ -207,7 +207,12 @@ class SqlParser extends AbstractSparkSQLParser with DataTypeParser {
     andExpression * (OR ^^^ { (e1: Expression, e2: Expression) => Or(e1, e2) })
 
   protected lazy val andExpression: Parser[Expression] =
-    comparisonExpression * (AND ^^^ { (e1: Expression, e2: Expression) => And(e1, e2) })
+    booleanFactor * (AND ^^^ { (e1: Expression, e2: Expression) => And(e1, e2) })
+
+  protected lazy val booleanFactor: Parser[Expression] =
+    NOT.? ~ comparisonExpression ^^ {
+      case notOpt ~ expr => notOpt.map(s => Not(expr)).getOrElse(expr)
+    }
 
   protected lazy val comparisonExpression: Parser[Expression] =
     ( termExpression ~ ("="  ~> termExpression) ^^ { case e1 ~ e2 => EqualTo(e1, e2) }
@@ -235,7 +240,6 @@ class SqlParser extends AbstractSparkSQLParser with DataTypeParser {
       }
     | termExpression <~ IS ~ NULL ^^ { case e => IsNull(e) }
     | termExpression <~ IS ~ NOT ~ NULL ^^ { case e => IsNotNull(e) }
-    | NOT ~> termExpression ^^ {e => Not(e)}
     | termExpression
     )
 
diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/SqlParserSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/SqlParserSuite.scala
index b93a3abc6ebd2..e33d34078ea27 100644
--- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/SqlParserSuite.scala
+++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/SqlParserSuite.scala
@@ -18,7 +18,10 @@
 package org.apache.spark.sql.catalyst
 
 import org.apache.spark.SparkFunSuite
+import org.apache.spark.sql.catalyst.analysis.{UnresolvedStar, UnresolvedRelation}
 import org.apache.spark.sql.catalyst.expressions.Attribute
+import org.apache.spark.sql.catalyst.dsl.expressions._
+import org.apache.spark.sql.catalyst.dsl.plans._
 import org.apache.spark.sql.catalyst.plans.logical.LogicalPlan
 import org.apache.spark.sql.catalyst.plans.logical.Command
 
@@ -51,6 +54,15 @@ private[sql] class CaseInsensitiveTestParser extends AbstractSparkSQLParser {
 
 class SqlParserSuite extends SparkFunSuite {
 
+  test("precedence of NOT operator") {
+    val parser = new SqlParser
+    val actual = parser.parse("SELECT * FROM t WHERE NOT c IS NULL")
+    val expected = UnresolvedRelation("t" :: Nil)
+      .where('c.isNull.unary_!)
+      .select(UnresolvedStar(None))
+    assertResult(expected)(actual)
+  }
+
   test("test long keyword") {
     val parser = new SuperLongKeywordTestParser
     assert(TestCommand("NotRealCommand") ===