diff --git a/DESCRIPTION b/DESCRIPTION
index 0b57a7d6..e69cdef5 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,7 +1,7 @@
 Encoding: UTF-8
 Type: Package
 Package: fastTopics
-Version: 0.5-23
+Version: 0.5-24
 Date: 2021-03-04
 Title: Fast Algorithms for Fitting Topic Models and Non-Negative
     Matrix Factorizations to Count Data
diff --git a/R/fit_poisson_nmf.R b/R/fit_poisson_nmf.R
index ded3cc4d..769573b9 100644
--- a/R/fit_poisson_nmf.R
+++ b/R/fit_poisson_nmf.R
@@ -422,7 +422,7 @@ fit_poisson_nmf <- function (X, k, fit0, numiter = 100,
       method.text <- "CCD"
     cat(sprintf("Running %d %s updates, %s extrapolation ",numiter,
         method.text,ifelse(control$extrapolate,"with","without")))
-    cat("(fastTopics 0.5-23).\n")
+    cat("(fastTopics 0.5-24).\n")
   }
   
   # INITIALIZE ESTIMATES
diff --git a/data/pbmc_facs.RData b/data/pbmc_facs.RData
index ff347dca..aa99d209 100644
Binary files a/data/pbmc_facs.RData and b/data/pbmc_facs.RData differ
diff --git a/man/fit_poisson_nmf.Rd b/man/fit_poisson_nmf.Rd
index bac7df9d..6a888b96 100644
--- a/man/fit_poisson_nmf.Rd
+++ b/man/fit_poisson_nmf.Rd
@@ -247,8 +247,8 @@ model parameters, and (3) the residuals of the Karush-Kuhn-Tucker
 (KKT) first-order conditions. As the iterates approach a stationary
 point of the loss function, the change in the model parameters
 should be small, and the residuals of the KKT system should vanish.
-Use \code{\link{plot_progress_poisson_nmf}} to plot the improvement
-in the solution over time.
+Use \code{\link{plot_progress}} to plot the improvement in the
+solution over time.
 
 See \code{\link{fit_topic_model}} for additional guidance on model
 fitting, particularly for large or complex data sets.