diff --git a/relate/src/main/scala/com/lucidchart/relate/InterpolatedQuery.scala b/relate/src/main/scala/com/lucidchart/relate/InterpolatedQuery.scala
index 4d07dd2..1130278 100644
--- a/relate/src/main/scala/com/lucidchart/relate/InterpolatedQuery.scala
+++ b/relate/src/main/scala/com/lucidchart/relate/InterpolatedQuery.scala
@@ -10,7 +10,7 @@ class InterpolatedQuery(protected val parsedQuery: String, protected val params:
 
   protected def applyParams(stmt: PreparedStatement) = parameterize(stmt, 1)
 
-  def appendPlaceholders(stringBuilder: StringBuilder) = stringBuilder ++= parsedQuery
+  def placeholder = parsedQuery
 
   def withTimeout(seconds: Int): InterpolatedQuery = new InterpolatedQuery(parsedQuery, params) {
     override protected def normalStatement(implicit conn: Connection) = new BaseStatement(conn)
@@ -37,13 +37,8 @@ class InterpolatedQuery(protected val parsedQuery: String, protected val params:
 object InterpolatedQuery {
 
   def fromParts(parts: Seq[String], params: Seq[Parameter]) = {
-    val stringBuilder = new StringBuilder()
-    parts.zip(params).foreach { case (part, param) =>
-      stringBuilder ++= part
-      param.appendPlaceholders(stringBuilder)
-    }
-    stringBuilder ++= parts.last
-    new InterpolatedQuery(stringBuilder.toString(), params)
+    val query = StringContext.standardInterpolator(identity, params.map(_.placeholder), parts)
+    new InterpolatedQuery(query, params)
   }
 
 }
diff --git a/relate/src/main/scala/com/lucidchart/relate/Parameters.scala b/relate/src/main/scala/com/lucidchart/relate/Parameters.scala
index 45fbac1..80f879d 100644
--- a/relate/src/main/scala/com/lucidchart/relate/Parameters.scala
+++ b/relate/src/main/scala/com/lucidchart/relate/Parameters.scala
@@ -31,7 +31,7 @@ import scala.language.implicitConversions
  */
 
 trait Parameter {
-  def appendPlaceholders(stringBuilder: StringBuilder)
+  def placeholder: String
   def parameterize(statement: PreparedStatement, i: Int): Int
 }
 
@@ -616,7 +616,7 @@ object Parameter {
 trait SingleParameter extends Parameter {
   protected[this] def set(statement: PreparedStatement, i: Int)
 
-  def appendPlaceholders(stringBuilder: StringBuilder) = stringBuilder.append("?")
+  def placeholder = "?"
   def parameterize(statement: PreparedStatement, i: Int) = {
     set(statement, i)
     i + 1
@@ -632,29 +632,17 @@ trait MultipleParameter extends Parameter {
   }
 }
 
-class TupleParameter(val params: Iterable[SingleParameter]) extends MultipleParameter {
-  def appendPlaceholders(stringBuilder: StringBuilder) =
-    params.zipWithIndex.foreach { case (param, index) =>
-      if (0 < index) {
-        stringBuilder.append(",")
-      }
-      param.appendPlaceholders(stringBuilder)
-    }
+class TupleParameter(_params: Iterable[SingleParameter]) extends MultipleParameter {
+  // get a `Seq` to make sure placeholder and parameterize get the same ordering
+  override protected val params = _params.toSeq
+  def placeholder = params.iterator.map(_.placeholder).mkString(",")
 }
 
 object TupleParameter {
   def apply(params: SingleParameter*) = new TupleParameter(params)
 }
 
-class TuplesParameter(val params: Iterable[TupleParameter]) extends MultipleParameter {
-  def appendPlaceholders(stringBuilder: StringBuilder) = {
-    if (params.nonEmpty) {
-      params.foreach { param =>
-        stringBuilder.append("(")
-        param.appendPlaceholders(stringBuilder)
-        stringBuilder.append("),")
-      }
-      stringBuilder.setLength(stringBuilder.length - 1)
-    }
-  }
+class TuplesParameter(_params: Iterable[TupleParameter]) extends MultipleParameter {
+  override protected val params = _params.toSeq
+  def placeholder = if (params.isEmpty) "" else params.map(_.placeholder).mkString("(", "),(", ")")
 }
diff --git a/relate/src/test/scala/ParameterizationTest.scala b/relate/src/test/scala/ParameterizationTest.scala
index 1b88bc2..11b2b27 100644
--- a/relate/src/test/scala/ParameterizationTest.scala
+++ b/relate/src/test/scala/ParameterizationTest.scala
@@ -2,6 +2,7 @@ package com.lucidchart.relate
 
 import java.sql.PreparedStatement
 import org.specs2.mutable._
+import scala.jdk.CollectionConverters._
 
 class ParameterizationTest extends Specification {
   "parameter conversions" should {
@@ -17,6 +18,29 @@ class ParameterizationTest extends Specification {
       val querySql = sql"INSERT INTO myTable (foo) VALUES ($longArrayParam)"
       querySql.toString mustEqual "INSERT INTO myTable (foo) VALUES (?,?,?)"
     }
+
+    "interpolate HashSets properly" in {
+      val hashSet: Set[Int] = scala.collection.immutable.HashSet(1, 2, 3)
+      val querySql = sql"SELECT * FROM myTable WHERE id IN ($hashSet)"
+      querySql.toString mustEqual "SELECT * FROM myTable WHERE id IN (?,?,?)"
+    }
+
+    "provide placeholders and parameters in the same order" in {
+      val setParams = scala.collection.mutable.Map.empty[Int, Int]
+      case class Param(int: Int) extends SingleParameter {
+        protected[this] def set(statement: PreparedStatement, i: Int) = setParams(i) = int
+        override def placeholder = int.toString
+      }
+
+      val paramsSet: Parameter = Set(Param(1), Param(2), Param(3))
+      paramsSet.parameterize(null, 1)
+      val query = sql"SELECT * FROM myTable WHERE id IN ($paramsSet)".toString
+
+      setParams must haveSize(3)
+      val order = setParams.toSeq.sortBy(_._1).map(_._2).mkString(",")
+      // the order of the "placeholders" should match the order of the parameters
+      query mustEqual s"SELECT * FROM myTable WHERE id IN ($order)"
+    }
   }
 
   "tuple paramater" should {
@@ -24,7 +48,7 @@ class ParameterizationTest extends Specification {
       class CustomParameter(value: Int) extends SingleParameter {
         protected[this] def set(statement: PreparedStatement, i: Int) =
           implicitly[Parameterizable[Int]].set(statement, i, value)
-        override def appendPlaceholders(stringBuilder: StringBuilder) = stringBuilder.append("?::smallint")
+        override def placeholder = "?::smallint"
       }
       val querySql = sql"INSERT INTO myTable (foo, bar) VALUES (${(1, new CustomParameter(1))})"
       querySql.toString mustEqual "INSERT INTO myTable (foo, bar) VALUES (?,?::smallint)"