diff --git a/NEWS.rst b/NEWS.rst
index 6935d0cd0..579c2176f 100644
--- a/NEWS.rst
+++ b/NEWS.rst
@@ -2,6 +2,31 @@
 
 .. towncrier release notes start
 
+BrainIAK 0.7.1 (2018-02-20)
+===========================
+
+Features
+--------
+
+- reprsimil: Changed the default optimizer of (G)BRSA to L-BFGD-B. (`#337
+  <https://github.com/brainiak/brainiak/pull/337>`_)
+
+
+Bugfixes
+--------
+
+- eventseg: Fixed bug that was causing fits to be asymmetric (`#339
+  <https://github.com/brainiak/brainiak/issues/339>`_)
+
+
+Documentation improvements
+--------------------------
+
+- reprsimil: Added explanation that both BRSA and GBRSA assume zero-mean in the
+  distribution of beta patterns. (`#337
+  <https://github.com/brainiak/brainiak/pull/337>`_)
+
+
 BrainIAK 0.7 (2018-02-12)
 =========================
 
diff --git a/docs/newsfragments/304.trivial b/docs/newsfragments/304.trivial
deleted file mode 100644
index 3cbe83e1c..000000000
--- a/docs/newsfragments/304.trivial
+++ /dev/null
@@ -1 +0,0 @@
-Solved an issue that test won't pass because of a missing evironment variable for Theano with MKL versions >=2018.
\ No newline at end of file
diff --git a/docs/newsfragments/337.trivial b/docs/newsfragments/337.trivial
deleted file mode 100644
index ad12a8e12..000000000
--- a/docs/newsfragments/337.trivial
+++ /dev/null
@@ -1,4 +0,0 @@
-* Change the default optimizer of (G)BRSA to 'L-BFGD-B'.
-* Removed all the description of default parameters in docstring of brsa module.
-* Increased the default number of iteration for BRSA and GBRSA
-* Added explanation in docstring and example that both BRSA and GBRSA assume zero-mean in the distribution of beta patterns.
diff --git a/docs/newsfragments/339.bugfix b/docs/newsfragments/339.bugfix
deleted file mode 100644
index 2ff2c43a5..000000000
--- a/docs/newsfragments/339.bugfix
+++ /dev/null
@@ -1 +0,0 @@
-Fixed bug in eventseg that was causing fits to be asymmetric