diff --git a/CHANGELOG.md b/CHANGELOG.md
index a80155ec054..8a1d650bf9c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -14,13 +14,26 @@ and this project adheres to
 
 ### Deprecated
 
+### Removed
+
+### Fixed
+
+### Security
+
+## [4.8.2] - 2023-01-17
+
+### Deprecated
+
 -   Python 3.7 support: this is the last version of TFDS supporting Python 3.7.
     Future versions will use Python 3.8.
 
-### Removed
-
 ### Fixed
 
+-   `tfds new` and `tfds build` better support the new recommended datasets
+    organization, where individual datasets have their own package under
+    `datasets/`, builder class is called `Builder` and is defined within module
+    `${dsname}_dataset_builder.py`.
+
 ### Security
 
 ## [4.8.1] - 2023-01-02
diff --git a/tensorflow_datasets/stable_versions.txt b/tensorflow_datasets/stable_versions.txt
index c8da86c3163..f73c6e36611 100644
--- a/tensorflow_datasets/stable_versions.txt
+++ b/tensorflow_datasets/stable_versions.txt
@@ -1063,9 +1063,9 @@ imdb_reviews/subwords32k/1.0.0
 imdb_reviews/subwords8k/1.0.0
 irc_disentanglement/2.0.0
 iris/2.0.0
-istella/main/1.1.0
-istella/s/1.1.0
-istella/x/1.1.0
+istella/main/1.2.0
+istella/s/1.2.0
+istella/x/1.2.0
 kddcup99/1.0.1
 kitti/3.1.0
 kitti/3.2.0
@@ -1238,16 +1238,16 @@ mrqa/search_qa/1.0.0
 mrqa/squad/1.0.0
 mrqa/textbook_qa/1.0.0
 mrqa/trivia_qa/1.0.0
-mslr_web/10k_fold1/1.1.0
-mslr_web/10k_fold2/1.1.0
-mslr_web/10k_fold3/1.1.0
-mslr_web/10k_fold4/1.1.0
-mslr_web/10k_fold5/1.1.0
-mslr_web/30k_fold1/1.1.0
-mslr_web/30k_fold2/1.1.0
-mslr_web/30k_fold3/1.1.0
-mslr_web/30k_fold4/1.1.0
-mslr_web/30k_fold5/1.1.0
+mslr_web/10k_fold1/1.2.0
+mslr_web/10k_fold2/1.2.0
+mslr_web/10k_fold3/1.2.0
+mslr_web/10k_fold4/1.2.0
+mslr_web/10k_fold5/1.2.0
+mslr_web/30k_fold1/1.2.0
+mslr_web/30k_fold2/1.2.0
+mslr_web/30k_fold3/1.2.0
+mslr_web/30k_fold4/1.2.0
+mslr_web/30k_fold5/1.2.0
 mt_opt/rlds/1.0.0
 mt_opt/sd/1.0.0
 mtnt/en-fr/1.0.0
@@ -3500,6 +3500,7 @@ universal_dependencies/zh_gsd/1.0.1
 universal_dependencies/zh_gsdsimp/1.0.1
 universal_dependencies/zh_hk/1.0.1
 universal_dependencies/zh_pud/1.0.1
+unnatural_instructions/0.0.1
 user_libri_audio/1.0.0
 user_libri_text/1.0.0
 vctk/mic1/1.0.1
@@ -5171,8 +5172,8 @@ xtreme_s/fleurs.yo_ng/2.0.0
 xtreme_s/fleurs.yue_hant_hk/2.0.0
 xtreme_s/fleurs.zu_za/2.0.0
 xtreme_xnli/1.1.0
-yahoo_ltrc/set1/1.0.0
-yahoo_ltrc/set2/1.0.0
+yahoo_ltrc/set1/1.1.0
+yahoo_ltrc/set2/1.1.0
 yelp_polarity_reviews/0.2.0
 yes_no/1.0.0
 youtube_vis/480_640_full/1.0.0
diff --git a/tensorflow_datasets/version.py b/tensorflow_datasets/version.py
index 012c4a878da..bcceb8fbfc1 100644
--- a/tensorflow_datasets/version.py
+++ b/tensorflow_datasets/version.py
@@ -25,7 +25,7 @@
 # We follow Semantic Versioning (https://semver.org/spec/v2.0.0.html)
 _MAJOR_VERSION = '4'
 _MINOR_VERSION = '8'
-_PATCH_VERSION = '1'
+_PATCH_VERSION = '2'
 
 __version__ = (
     '.'.join([
diff --git a/tensorflow_datasets/version_stable.py b/tensorflow_datasets/version_stable.py
index 354da4cc5da..d21fb6e4b6f 100644
--- a/tensorflow_datasets/version_stable.py
+++ b/tensorflow_datasets/version_stable.py
@@ -21,7 +21,7 @@
 # We follow Semantic Versioning (https://semver.org/spec/v2.0.0.html)
 _MAJOR_VERSION = '4'
 _MINOR_VERSION = '8'
-_PATCH_VERSION = '1'
+_PATCH_VERSION = '2'
 
 __version__ = '.'.join([
     _MAJOR_VERSION,