diff --git a/README.md b/README.md
index 5eb236d..9c23203 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@
 [![PyPI](https://badge.fury.io/py/struct2tensor.svg)](https://badge.fury.io/py/struct2tensor)
 
 <!--*
-freshness: { owner: 'iindyk' reviewed: '2022-04-27' }
+freshness: { owner: 'iindyk' reviewed: '2024-04-22' }
 *-->
 
 ## Introduction
@@ -115,6 +115,7 @@ is an integer.
 
 struct2tensor                                                          | tensorflow
 ---------------------------------------------------------------------- | ----------
+[0.46.0](https://github.com/google/struct2tensor/releases/tag/v0.46.0) | 2.15.0
 [0.45.0](https://github.com/google/struct2tensor/releases/tag/v0.45.0) | 2.13.0
 [0.44.0](https://github.com/google/struct2tensor/releases/tag/v0.44.0) | 2.12.0
 [0.43.0](https://github.com/google/struct2tensor/releases/tag/v0.43.0) | 2.11.0
diff --git a/RELEASE.md b/RELEASE.md
index 4e7d8b7..905cb05 100644
--- a/RELEASE.md
+++ b/RELEASE.md
@@ -6,6 +6,18 @@
 
 ## Bug Fixes and Other Changes
 
+## Breaking Changes
+
+## Deprecations
+
+# Version 0.46.0
+
+## Major Features and Improvements
+
+*   N/A
+
+## Bug Fixes and Other Changes
+
 *   Bumped the Ubuntu version on which `struct2tensor` is tested to 20.04
     (previously was 16.04).
 *   Depends on `tensorflow~=2.15.0`.
@@ -15,6 +27,8 @@
 
 ## Breaking Changes
 
+*   N/A
+
 ## Deprecations
 
 *   Deprecated python 3.8 support.
diff --git a/setup.py b/setup.py
index 61b3aa8..99726fe 100644
--- a/setup.py
+++ b/setup.py
@@ -81,8 +81,8 @@ def select_constraint(default, nightly=None, git_master=None):
         'protobuf>=3.20.3,<5;python_version<"3.11"',
         'tensorflow~=2.15',
         'tensorflow-metadata' + select_constraint(
-            default='>=1.14.0,<1.15.0',
-            nightly='>=1.15.0.dev',
+            default='>=1.15.0,<1.16.0',
+            nightly='>=1.16.0.dev',
             git_master='@git+https://github.com/tensorflow/metadata@master'),
         'pyarrow>=10,<11',
     ],
diff --git a/struct2tensor/version.py b/struct2tensor/version.py
index 74f8efd..278b0c8 100644
--- a/struct2tensor/version.py
+++ b/struct2tensor/version.py
@@ -15,4 +15,4 @@
 """Contains the version string of struct2tensor."""
 
 # Note that setup.py uses this version.
-__version__ = '0.46.0.dev'
+__version__ = '0.47.0.dev'
diff --git a/struct2tensor/workspace.bzl b/struct2tensor/workspace.bzl
index 0f4e443..a23725d 100644
--- a/struct2tensor/workspace.bzl
+++ b/struct2tensor/workspace.bzl
@@ -63,10 +63,10 @@ def struct2tensor_workspace():
         urls = ["https://github.com/apache/arrow/archive/%s.zip" % ARROW_COMMIT],
     )
 
-    _TFMD_COMMIT_HASH = "7073f7452d6cecbb5279781451f7c3144c924367"  # 1.14.0
+    _TFMD_COMMIT_HASH = "47aaaa7aa820fd8a865babcfddbdafe11ec92a25"  # 1.15.0
     http_archive(
         name = "com_github_tensorflow_metadata",
-        sha256 = "e1140d1cb5c4c244e1af8fc54447ef3f912fdee4fd49ff273e330914e93031b8",
+        sha256 = "39697919990afb427282c4a2bd6bb3da6d0cdd7434b0d3137e3f8d40e66b7dbe",
         strip_prefix = "metadata-%s" % _TFMD_COMMIT_HASH,
         urls = [
             "https://github.com/tensorflow/metadata/archive/%s.tar.gz" % _TFMD_COMMIT_HASH,