diff --git a/.github/workflows/toc.yaml b/.github/workflows/toc.yaml
index f5a09ec..5db086f 100644
--- a/.github/workflows/toc.yaml
+++ b/.github/workflows/toc.yaml
@@ -7,4 +7,4 @@ jobs:
     name: TOC Generator
     runs-on: ubuntu-latest
     steps:
-      - uses: technote-space/toc-generator@v2
+      - uses: technote-space/toc-generator@v4
diff --git a/README.md b/README.md
index b67ea89..af92f09 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,4 @@
-<!-- START doctoc generated TOC please keep comment here to allow auto update -->
-<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->
+A collection of notebooks and papers by Blair Azzopardi.
 
-
-
-<!-- END doctoc generated TOC please keep comment here to allow auto update -->
+<!-- START doctoc -->
+<!-- END doctoc -->
\ No newline at end of file
diff --git a/papers/Basket & Asian Option Pricing.pdf b/papers/Basket & Asian Option Pricing.pdf
new file mode 100644
index 0000000..9448d55
Binary files /dev/null and b/papers/Basket & Asian Option Pricing.pdf differ
diff --git a/papers/Long & Short Trading Strategy Design & Backtest.pdf b/papers/Long & Short Trading Strategy Design & Backtest.pdf
new file mode 100644
index 0000000..fbb4351
Binary files /dev/null and b/papers/Long & Short Trading Strategy Design & Backtest.pdf differ
diff --git a/papers/README.md b/papers/README.md
index 7657c8b..9102a3e 100644
--- a/papers/README.md
+++ b/papers/README.md
@@ -1,3 +1,7 @@
 # Papers
 
 [Stable Probability Densities using FFTs and Newton-Cote](./Stable%20Probability%20Densities%20using%20FFTs%20and%20Newton-Cote.pdf)
+
+
+<!-- START doctoc -->
+<!-- END doctoc -->
\ No newline at end of file