diff --git a/bibcheck/caps.txt b/bibcheck/caps.txt
index eb87100..8710489 100644
--- a/bibcheck/caps.txt
+++ b/bibcheck/caps.txt
@@ -390,4 +390,6 @@ CIRP
 CA
 IOS
 LLM
-AI
\ No newline at end of file
+AI
+AAAI
+WWW
diff --git a/cdl.bib b/cdl.bib
index 38b61f9..9fad678 100644
--- a/cdl.bib
+++ b/cdl.bib
@@ -1,10 +1,10 @@
 @article{BarrEtal13,
-	author = {DJ Barr and Rr Levy and C Scheepers and HJ Tily},
+	author = {D J Barr and R R Levy and C Scheepers and H J Tily},
 	doi = {https://doi.org/10.1016/j.jml.2012.11.001},
 	journal = {Journal of Memory and Language},
 	number = {3},
 	pages = {255--278},
-	title = {Random effects structure for confirmatory hypothesis testing: Keep it maximal},
+	title = {Random effects structure for confirmatory hypothesis testing: keep it maximal},
 	volume = {68},
 	year = {2013}}
 
@@ -13,14 +13,14 @@ @article{MatuEtal17
 	doi = {https://doi.org/10.1016/j.jml.2017.01.001},
 	journal = {Journal of Memory and Language},
 	pages = {305--315},
-	title = {Balancing Type I error and power in linear mixed models},
+	title = {Balancing type {I} error and power in linear mixed models},
 	volume = {94},
 	year = {2017}}
 
 @article{BateEtal15b,
 	author = {D Bates and R Kliegl and S Vasishth and H Baayen},
 	journal = {{arXiv}},
-	title = {Parsimonious Mixed Models},
+	title = {Parsimonious mixed models},
 	volume = {1506.04967},
 	year = {2015}}
 
@@ -29,7 +29,7 @@ @article{BateEtal15a
 	journal = {Journal of Statistical Software},
 	number = {1},
 	pages = {1--48},
-	title = {Fitting Linear Mixed-Effects Models Using {lme4}},
+	title = {Fitting linear mixed-effects models using {lme4}},
 	volume = {67},
 	year = {2015}}
 
@@ -69,12 +69,13 @@ @article{WeisEtal16
 
 @article{ClanEtal19,
 	author = {R Clancy and I F Ilyas and J Lin},
-	journal = {Proceedings of the Second Workshop on Fact Extraction and VERification (FEVER)},
+	force = {True},
+	journal = {Proceedings of the Second Workshop on Fact Extraction and VERification ({FEVER})},
 	pages = {39--46},
 	title = {Scalable knowledge graph construction from text collections},
 	year = {2019}}
 
-@article{MartiEtal18,
+@article{MartEtal18,
 	author = {J L Martinez-Rodrigues and I Lopez-Arevalo and A B Rios-Alvarado},
 	journal = {Expert Systems with Applications},
 	pages = {339--355},
@@ -2077,7 +2078,7 @@ @incollection{KrolSund03
 	title = {Cognitive processes in second language learners and bilinguals: the development of lexical and conceptual representations},
 	year = {2003}}
 
-@article{ZhanEtal18,
+@article{ZhanEtal18a,
 	author = {Q Zhang and Z Xiao and C Huang and S Hu and P Kulkarni and E Martinez and A P Tong and A Garg and H Zhou and Z Chen and J Wang},
 	journal = {Scientific Reports},
 	number = {8299},