diff --git a/.gitignore b/.gitignore
index 72e042c..f1500e1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,3 +5,6 @@
 .DS_Store
 .quarto
 inst/doc
+/doc/
+/Meta/
+progress.r
diff --git a/vignettes/annotation.Rmd b/vignettes/annotation.Rmd
index dd789db..b0f1ba0 100644
--- a/vignettes/annotation.Rmd
+++ b/vignettes/annotation.Rmd
@@ -18,7 +18,7 @@ knitr::opts_chunk$set(
 library(rollama)
 ```
 
-Based on <https://arxiv.org/abs/2401.00284>
+Based on [Weber and Reichardt (2024)](<https://arxiv.org/abs/2401.00284>).
 
 # Zero-shot
 
@@ -56,7 +56,7 @@ q <- tibble::tribble(
   "assistant", "Category: Positive\nConfidence: 100%",
   "user", "text: I once came here with my wife\ncategories: positive, neutral, negative",
   "assistant", "Category: Neutral\nConfidence: 100%",
-  "user", "text: I like the Hawaiian pizza\ncategories: positive, neutral, negative"
+  "user", "text: I once ate pizza\ncategories: positive, neutral, negative"
 )
 query(q)
 ```