diff --git a/mlir/include/mlir/Dialect/SparseTensor/IR/SparseTensorOps.td b/mlir/include/mlir/Dialect/SparseTensor/IR/SparseTensorOps.td
--- a/mlir/include/mlir/Dialect/SparseTensor/IR/SparseTensorOps.td
+++ b/mlir/include/mlir/Dialect/SparseTensor/IR/SparseTensorOps.td
@@ -181,9 +181,9 @@
     Inserts the given value at given indices into the underlying sparse
     storage format of the given tensor with the given indices. This
     operation can only be applied when a tensor materializes unintialized
-    with an `init` operation, the insertions occur in strict lexicographical
-    index order, and the final tensor is constructed with a `tensor`
-    operation that has the `hasInserts` attribute set.
+    with an `bufferization.alloc_tensor` operation, the insertions occur in
+    strict lexicographical index order, and the final tensor is constructed
+    with a `load` operation that has the `hasInserts` attribute set.
 
     Note that this operation is "impure" in the sense that its behavior
     is solely defined by side-effects and not SSA values. The semantics
@@ -314,12 +314,12 @@
   string summary = "Releases underlying sparse storage format of given tensor";
   string description = [{
     Releases the underlying sparse storage format for a tensor that
-    materialized earlier through a `new` operator, `init` operator, or a
-    `convert` operator with an annotated tensor type as destination (unless
-    that convert is folded away since the source and destination types were
-    identical). This operation should only be called once for any materialized
-    tensor.  Also, after this operation, any subsequent `memref` querying
-    operation on the tensor returns undefined results.
+    materialized earlier through a `new` operation, a `convert` operation
+    with annotated destination tensor type (unless the convert is folded
+    away), or a `bufferization.alloc_tensor` operation. The release operation
+    should only be called once for any materialized tensor. After this
+    operation, any subsequent `memref` querying operation on the tensor
+    returns undefined results.
 
     Note that this operation is "impure" in the sense that its behavior
     is solely defined by side-effects and not SSA values. The semantics