diff --git a/tex/miniprot.bib b/tex/miniprot.bib
index be892ab..1183748 100644
--- a/tex/miniprot.bib
+++ b/tex/miniprot.bib
@@ -199,14 +199,6 @@ @article{Henikoff:1992tk
 	volume = {89},
 	year = {1992}}
 
-@article{Bruna:2021ug,
-	author = {Br{\r u}na, Tom{\'a}{\v s} and others},
-	journal = {NAR Genom Bioinform},
-	pages = {lqaa108},
-	title = {BRAKER2: automatic eukaryotic genome annotation with GeneMark-EP+ and AUGUSTUS supported by a protein database},
-	volume = {3},
-	year = {2021}}
-
 @article{Wu:2005vn,
 	author = {Wu, Thomas D and Watanabe, Colin K},
 	journal = {Bioinformatics},
@@ -215,14 +207,6 @@ @article{Wu:2005vn
 	volume = {21},
 	year = {2005}}
 
-@article{Li:2016aa,
-	author = {Li, Heng},
-	journal = {Bioinformatics},
-	pages = {2103-10},
-	title = {Minimap and miniasm: fast mapping and de novo assembly for noisy long sequences},
-	volume = {32},
-	year = {2016}}
-
 @article{Wenger:2019ab,
 	author = {Wenger, Aaron M and others},
 	journal = {Nat Biotechnol},
@@ -235,7 +219,7 @@ @article{Kovaka:2019wf
 	author = {Kovaka, Sam and others},
 	journal = {Genome Biol},
 	pages = {278},
-	title = {Transcriptome assembly from long-read RNA-seq alignments with StringTie2},
+	title = {Transcriptome assembly from long-read {RNA-seq} alignments with {StringTie2}},
 	volume = {20},
 	year = {2019}}
 
@@ -271,14 +255,6 @@ @article{Dobin:2013kx
 	volume = {29},
 	year = {2013}}
 
-@article{Kovaka:2019wf,
-	author = {Kovaka, Sam and others},
-	journal = {Genome Biol},
-	pages = {278},
-	title = {Transcriptome assembly from long-read RNA-seq alignments with StringTie2},
-	volume = {20},
-	year = {2019}}
-
 @article{Scalzitti:2020wg,
 	author = {Scalzitti, Nicolas and others},
 	journal = {BMC Genomics},
diff --git a/tex/miniprot.tex b/tex/miniprot.tex
index f9e7319..2de0f2d 100644
--- a/tex/miniprot.tex
+++ b/tex/miniprot.tex
@@ -598,7 +598,7 @@ \section*{Acknowledgements}
 We thank Fergal Martin, Richard Durbin and Ewan Birney for helpful discussions
 on the miniprot algorithm.
 
-\paragraph{Funding\textcolon} NHGRI R01HG010040 and Chan-Zuckerberg Initiative
+{\bf Funding:} NHGRI R01HG010040 and Chan-Zuckerberg Initiative
 
 \bibliography{miniprot}