diff --git a/paper/aaai/paper.pdf b/paper/aaai/paper.pdf
index 3fa34baf368c6de72f9ec4bfc9b64b5b3a8e7aac..651f2d1402b9fcdf8e0491ae3a93c9c6617842e8 100644
Binary files a/paper/aaai/paper.pdf and b/paper/aaai/paper.pdf differ
diff --git a/paper/bib.bib b/paper/bib.bib
index 44a9b78fb19c6b8f79e14a5fe20ba59b2339bea2..f7795afdb97dbb1011c96bf669e40680f9c9d05d 100644
--- a/paper/bib.bib
+++ b/paper/bib.bib
@@ -2211,7 +2211,7 @@
 @InProceedings{ribeiro2016why,
   author        = {Ribeiro, Marco Tulio and Singh, Sameer and Guestrin, Carlos},
   booktitle     = {Proceedings of the 22nd {{ACM SIGKDD}} International Conference on Knowledge Discovery and Data Mining},
-  title         = {"{{Why}} Should i Trust You?" {{Explaining}} the Predictions of Any Classifier},
+  title         = {"{{Why}} Should I Trust You?" {{Explaining}} the Predictions of Any Classifier},
   pages         = {1135--1144},
   date-added    = {2022-12-13 12:58:01 +0100},
   date-modified = {2022-12-13 12:58:01 +0100},