diff --git a/spacy/about.py b/spacy/about.py
index ac500fded..2fa3f95da 100644
--- a/spacy/about.py
+++ b/spacy/about.py
@@ -1,13 +1,9 @@
-# inspired from:
-# https://python-packaging-user-guide.readthedocs.org/en/latest/single_source_version/
-# https://github.com/pypa/warehouse/blob/master/warehouse/__about__.py
 # fmt: off
-
 __title__ = "spacy"
 __version__ = "2.2.0.dev8"
-__summary__ = "Industrial-strength Natural Language Processing (NLP) with Python and Cython"
+__summary__ = "Industrial-strength Natural Language Processing (NLP) in Python"
 __uri__ = "https://spacy.io"
-__author__ = "Explosion AI"
+__author__ = "Explosion"
 __email__ = "contact@explosion.ai"
 __license__ = "MIT"
 __release__ = False