diff --git a/docs/source/conf.py b/docs/source/conf.py
index 9c52555..03aa5d0 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -40,7 +40,6 @@
 
 # -- Options for HTML output
 html_theme = 'sphinx_rtd_theme'
-html_theme_path = [sphinx_rtd_theme.get_html_theme_path()]
 
 # -- Options for EPUB output
 epub_show_urls = 'footnote'
diff --git a/docs/source/tools/extract/extract.rst b/docs/source/tools/extract/extract.rst
index 873ff62..dc636a0 100644
--- a/docs/source/tools/extract/extract.rst
+++ b/docs/source/tools/extract/extract.rst
@@ -10,8 +10,8 @@ which *extracts* the activities of cells as time series from both one-photon and
 EXTRACT makes minimal assumptions about the data, which is the main reason behind its high robustness and superior
 performance.
 :bdg-link-primary:`Source <https://github.com/schnitzer-lab/EXTRACT-public>`
-:bdg-link-primary:`NWB demos <https://github.com/schnitzer-lab/EXTRACT-public/tree/master/Learning%20materials/Additional%20demos/NWB%20Demos>`
-:bdg-link-primary:`Publication <https://www.biorxiv.org/content/10.1101/2021.03.24.436279v2>`
+:bdg-link-primary:`NWB demos <https://github.com/schnitzer-lab/EXTRACT-public/tree/master/Learning-materials/Additional%20demos/NWB%20Demos>`
+:bdg-link-primary:`Publication <https://www.biorxiv.org/content/10.1101/2021.03.24.436279v3>`
 
 .. image:: https://img.shields.io/github/stars/schnitzer-lab/EXTRACT-public?style=social
     :alt: GitHub Repo stars for EXTRACT