diff --git a/RELEASE_NOTES b/RELEASE_NOTES
index c3829c8e86..96346e430c 100644
--- a/RELEASE_NOTES
+++ b/RELEASE_NOTES
@@ -11,13 +11,14 @@ v4.7.1 (March 20th 2023)
 update/bugfix release
 
 - minor enhancements and updates, including:
+  - fix TensorFlow easyblock for new versions of Bazel & TensorFlow (#2854)
   - make NAMD easyblock aware of (pre)testopts (#2856)
   - update MesonNinja easyblock for Meson >=0.64.0 (#2861)
-  - update scipy easyblock for scipy >= 1.9.0 to use meson/ninja  (#2862)
+  - update scipy easyblock for scipy >= 1.9.0 to use meson/ninja  (#2862, #2903)
   - modify logic in QScintilla easyblock to find the PyQt5 sipdir in more places (#2868)
   - add `testinstall` custom easyconfig parameter to PythonPackage easyblock (#2872)
-  - use -x option for "go install" in GoPackage generic easyblock (#2878)
-  - allow disabling pybind11 tests with '`runtest = False`' (#2892)
+  - use -x option for "go install" in GoPackage generic easyblock, to print commands as they are executed (#2878)
+  - allow disabling pybind11 tests with `runtest = False` (#2892)
   - call parent post_install_step in EasyBuildMeta easyblock (so postinstallcmds are taken into account) (#2893)
   - update and enhance Maple easyblock for recent versions (#2895)
   - relax glob pattern to find Mathematica install script (#2896)
@@ -28,21 +29,19 @@ update/bugfix release
   - do not use -g77 option when installing NVHPC 22.9+ (#2819)
   - check that sanity_check_module_loaded attribute exists before querying it in PythonPackage easyblock (#2865)
   - fix $JULIA_DEPOT_PATH in installation of multiple JuliaPackage extensions (#2869)
-  - fix website/docs links in README (#2870)
   - fix checking of CUDA/ROCR-Runtime dependencies for Clang to determine default build targets (#2873)
   - show template values of exts_default_options in PythonBundle (#2874)
-  - Fix missing initialization of CMakeMake in CMakePythonPackage (#2876)
+  - fix missing initialization of CMakeMake in CMakePythonPackage (#2876)
   - fix error when failing pip version check during PythonPackage sanity check (#2877)
   - handle templating correctly in CMakeMake when playing with configopts (#2882)
   - avoid crash in test step of PyTorch easyblock if runtest is not a command (#2883)
   - fix check configure option in FlexiBLAS easyblock (#2886)
-  - Use older `ncgen -H` for older netCDF (#2889)
-  - relax glob pattern to find Mathematica install script (#2896)
+  - use older `ncgen -H` for older netCDF (#2889)
   - fix linking numexpr with Intel MKL's VML library for imkl >= 2021.x (#2897)
-  - update scipy easyblock to copy PKG-INFO to scipy-<version>.egg-info when installing with Meson/Ninja + add sanity check command using 'pip list' (#2903)
 - other changes:
   - only give read permissions in GitHub Actions workflows (#2863)
   - use start dir of extension to install R packages (#2867)
+  - fix website/docs links in README (#2870)
   - add deprecation notice to RPackage extensions with relative paths in start_dir (#2879)