diff --git a/mlir/include/mlir/IR/Builders.h b/mlir/include/mlir/IR/Builders.h
--- a/mlir/include/mlir/IR/Builders.h
+++ b/mlir/include/mlir/IR/Builders.h
@@ -116,9 +116,16 @@
   IntegerAttr getSI32IntegerAttr(int32_t value);
   IntegerAttr getUI32IntegerAttr(uint32_t value);
 
+  /// Vector-typed DenseIntElementsAttr getters. `values` cannot be empty.
   DenseIntElementsAttr getI32VectorAttr(ArrayRef<int32_t> values);
   DenseIntElementsAttr getI64VectorAttr(ArrayRef<int64_t> values);
 
+  /// Tensor-typed DenseInteElementsAttr getters. `values` can be empty.
+  /// These are generally preferable for representing general lists of integers
+  /// as attributes.
+  DenseIntElementsAttr getI32TensorAttr(ArrayRef<int32_t> values);
+  DenseIntElementsAttr getI64TensorAttr(ArrayRef<int64_t> values);
+
   ArrayAttr getAffineMapArrayAttr(ArrayRef<AffineMap> values);
   ArrayAttr getI32ArrayAttr(ArrayRef<int32_t> values);
   ArrayAttr getI64ArrayAttr(ArrayRef<int64_t> values);
diff --git a/mlir/lib/IR/Builders.cpp b/mlir/lib/IR/Builders.cpp
--- a/mlir/lib/IR/Builders.cpp
+++ b/mlir/lib/IR/Builders.cpp
@@ -109,6 +109,20 @@
       values);
 }
 
+DenseIntElementsAttr Builder::getI32TensorAttr(ArrayRef<int32_t> values) {
+  return DenseIntElementsAttr::get(
+      RankedTensorType::get(static_cast<int64_t>(values.size()),
+                            getIntegerType(32)),
+      values);
+}
+
+DenseIntElementsAttr Builder::getI64TensorAttr(ArrayRef<int64_t> values) {
+  return DenseIntElementsAttr::get(
+      RankedTensorType::get(static_cast<int64_t>(values.size()),
+                            getIntegerType(64)),
+      values);
+}
+
 IntegerAttr Builder::getI32IntegerAttr(int32_t value) {
   return IntegerAttr::get(getIntegerType(32), APInt(32, value));
 }