diff --git a/archetypes/publication.md b/archetypes/publication.md
index 2a4069d1..d4aa2c16 100644
--- a/archetypes/publication.md
+++ b/archetypes/publication.md
@@ -33,8 +33,8 @@ selected = false
 
 # Projects (optional).
 #   Associate this publication with one or more of your projects.
-#   Simply enter the filename of your project file in `content/project/`.
-#   E.g. `projects = ["deep-learning.md"]` references `content/project/deep-learning.md`.
+#   Simply enter your project's filename without extension.
+#   E.g. `projects = ["deep-learning"]` references `content/project/deep-learning.md`.
 #   Otherwise, set `projects = []`.
 projects = []
 
diff --git a/archetypes/talk.md b/archetypes/talk.md
index 81d5b945..909730e3 100644
--- a/archetypes/talk.md
+++ b/archetypes/talk.md
@@ -24,8 +24,8 @@ selected = false
 
 # Projects (optional).
 #   Associate this talk with one or more of your projects.
-#   Simply enter the filename of your project file in `content/project/`.
-#   E.g. `projects = ["deep-learning.md"]` references `content/project/deep-learning.md`.
+#   Simply enter your project's filename without extension.
+#   E.g. `projects = ["deep-learning"]` references `content/project/deep-learning.md`.
 #   Otherwise, set `projects = []`.
 projects = []
 
diff --git a/exampleSite/content/post/getting-started.md b/exampleSite/content/post/getting-started.md
index 5747e85e..99f9dfd2 100644
--- a/exampleSite/content/post/getting-started.md
+++ b/exampleSite/content/post/getting-started.md
@@ -8,7 +8,7 @@ draft = false
 # Authors. Comma separated list, e.g. `["Bob Smith", "David Jones"]`.
 authors = []
 
-tags = ["academic"]
+tags = ["Academic"]
 summary = "Create a beautifully simple website or blog in under 10 minutes."
 
 [header]
diff --git a/exampleSite/content/project/deep-learning.md b/exampleSite/content/project/deep-learning.md
index ddb641d2..1132d4ed 100644
--- a/exampleSite/content/project/deep-learning.md
+++ b/exampleSite/content/project/deep-learning.md
@@ -13,7 +13,7 @@ image_preview = "bubbles.jpg"
 
 # Tags: can be used for filtering projects.
 # Example: `tags = ["machine-learning", "deep-learning"]`
-tags = ["deep-learning"]
+tags = ["Deep Learning"]
 
 # Optional external URL for project (replaces project detail page).
 external_link = ""
diff --git a/exampleSite/content/project/example-external-project.md b/exampleSite/content/project/example-external-project.md
index f2af7d6f..ca9402fb 100644
--- a/exampleSite/content/project/example-external-project.md
+++ b/exampleSite/content/project/example-external-project.md
@@ -13,7 +13,7 @@ image_preview = "boards.jpg"
 
 # Tags: can be used for filtering projects.
 # Example: `tags = ["machine-learning", "deep-learning"]`
-tags = ["demo"]
+tags = ["Demo"]
 
 # Optional external URL for project (replaces project detail page).
 external_link = "http://example.org"
diff --git a/exampleSite/content/publication/clothing-search.md b/exampleSite/content/publication/clothing-search.md
index 8a1140da..b2428d55 100644
--- a/exampleSite/content/publication/clothing-search.md
+++ b/exampleSite/content/publication/clothing-search.md
@@ -1,6 +1,7 @@
 +++
 title = "Mobile visual clothing search"
 date = 2013-07-01T00:00:00
+draft = false
 
 # Authors. Comma separated list, e.g. `["Bob Smith", "David Jones"]`.
 authors = ["GA Cushen", "MS Nixon"]
@@ -8,12 +9,12 @@ authors = ["GA Cushen", "MS Nixon"]
 # Publication type.
 # Legend:
 # 0 = Uncategorized
-# 1 = Conference proceedings
-# 2 = Journal
-# 3 = Work in progress
-# 4 = Technical report
+# 1 = Conference paper
+# 2 = Journal article
+# 3 = Manuscript
+# 4 = Report
 # 5 = Book
-# 6 = Book chapter
+# 6 = Book section
 publication_types = ["1"]
 
 # Publication name and optional abbreviated version.
@@ -32,10 +33,15 @@ selected = true
 
 # Projects (optional).
 #   Associate this publication with one or more of your projects.
-#   Simply enter the filename of your project in `content/project/`.
+#   Simply enter your project's filename without extension.
+#   E.g. `projects = ["deep-learning"]` references `content/project/deep-learning.md`.
 #   Otherwise, set `projects = []`.
 projects = ["example-external-project.md"]
 
+# Tags (optional).
+#   Set `tags = []` for no tags, or use the form `tags = ["A Tag", "Another Tag"]` for one or more tags.
+tags = []
+
 # Links (optional).
 url_pdf = "http://eprints.soton.ac.uk/352095/1/Cushen-IMV2013.pdf"
 url_preprint = "http://eprints.soton.ac.uk/352095/1/Cushen-IMV2013.pdf"
@@ -51,10 +57,10 @@ url_source = "#"
 #   Uncomment line below to enable. For multiple links, use the form `[{...}, {...}, {...}]`.
 url_custom = [{name = "Custom Link", url = "http://example.org"}]
 
-# Does the content use math formatting?
+# Does this page contain LaTeX math? (true/false)
 math = true
 
-# Does the content use source code highlighting?
+# Does this page require source code highlighting? (true/false)
 highlight = true
 
 # Featured image
diff --git a/exampleSite/content/publication/person-re-identification.md b/exampleSite/content/publication/person-re-identification.md
index 853625be..22b67afb 100644
--- a/exampleSite/content/publication/person-re-identification.md
+++ b/exampleSite/content/publication/person-re-identification.md
@@ -1,6 +1,7 @@
 +++
 title = "A Person Re-Identification System For Mobile Devices"
 date = 2015-09-01T00:00:00
+draft = false
 
 # Authors. Comma separated list, e.g. `["Bob Smith", "David Jones"]`.
 authors = ["GA Cushen"]
@@ -8,12 +9,12 @@ authors = ["GA Cushen"]
 # Publication type.
 # Legend:
 # 0 = Uncategorized
-# 1 = Conference proceedings
-# 2 = Journal
-# 3 = Work in progress
-# 4 = Technical report
+# 1 = Conference paper
+# 2 = Journal article
+# 3 = Manuscript
+# 4 = Report
 # 5 = Book
-# 6 = Book chapter
+# 6 = Book section
 publication_types = ["2"]
 
 # Publication name and optional abbreviated version.
@@ -32,8 +33,14 @@ selected = false
 
 # Projects (optional).
 #   Associate this publication with one or more of your projects.
-#   Simply enter the filename (excluding '.md') of your project file in `content/project/`.
-projects = ["deep-learning"]
+#   Simply enter your project's filename without extension.
+#   E.g. `projects = ["deep-learning"]` references `content/project/deep-learning.md`.
+#   Otherwise, set `projects = []`.
+projects = []
+
+# Tags (optional).
+#   Set `tags = []` for no tags, or use the form `tags = ["A Tag", "Another Tag"]` for one or more tags.
+tags = []
 
 # Links (optional).
 url_pdf = "http://arxiv.org/pdf/1512.04133v1"
@@ -46,10 +53,14 @@ url_video = ""
 url_poster = ""
 url_source = ""
 
-# Does the content use math formatting?
+# Custom links (optional).
+#   Uncomment line below to enable. For multiple links, use the form `[{...}, {...}, {...}]`.
+# url_custom = [{name = "Custom Link", url = "http://example.org"}]
+
+# Does this page contain LaTeX math? (true/false)
 math = true
 
-# Does the content use source code highlighting?
+# Does this page require source code highlighting? (true/false)
 highlight = true
 
 # Featured image
diff --git a/exampleSite/content/talk/example-talk.md b/exampleSite/content/talk/example-talk.md
index 631c892a..942bf420 100644
--- a/exampleSite/content/talk/example-talk.md
+++ b/exampleSite/content/talk/example-talk.md
@@ -1,13 +1,22 @@
 +++
-date = 2017-01-01T00:00:00  # Schedule page publish date.
-
 title = "Example Talk"
+date = 2017-01-01T00:00:00  # Schedule page publish date.
+draft = false
+
+# Talk start and end times.
+#   End time can optionally be hidden by prefixing the line with `#`.
 time_start = 2030-06-01T13:00:00
 time_end = 2030-06-01T15:00:00
+
+# Abstract and optional shortened version.
 abstract = ""
 abstract_short = ""
+
+# Name of event and optional event URL.
 event = "Academic Theme Conference"
 event_url = "https://example.org"
+
+# Location of event.
 location = "London, United Kingdom"
 
 # Is this a selected talk? (true/false)
@@ -15,9 +24,14 @@ selected = false
 
 # Projects (optional).
 #   Associate this talk with one or more of your projects.
-#   Simply enter the filename of your project file in `content/project/`.
+#   Simply enter your project's filename without extension.
+#   E.g. `projects = ["deep-learning"]` references `content/project/deep-learning.md`.
 #   Otherwise, set `projects = []`.
-projects = ["deep-learning.md"]
+projects = ["deep-learning"]
+
+# Tags (optional).
+#   Set `tags = []` for no tags, or use the form `tags = ["A Tag", "Another Tag"]` for one or more tags.
+tags = []
 
 # Links (optional).
 url_pdf = ""