diff --git a/app/views/admin/labels/_form.html.haml b/app/views/admin/labels/_form.html.haml
index a5ace4e7a3bd2584f1a84d50140bf7289f246eb0..eaa94ed9e3631b5e4b4cd9a011dd1f31a50cd90d 100644
--- a/app/views/admin/labels/_form.html.haml
+++ b/app/views/admin/labels/_form.html.haml
@@ -12,7 +12,7 @@
     .col-sm-10
       = f.text_field :title, class: "form-control", required: true
   .form-group
-    = f.label :color, "Background Color", class: 'control-label'
+    = f.label :color, "Background color", class: 'control-label'
     .col-sm-10
       .input-group
         .input-group-addon.label-color-preview  
diff --git a/app/views/projects/blob/_new_dir.html.haml b/app/views/projects/blob/_new_dir.html.haml
index 13b5ffd17ff1c69667076a53079568cc8abe20fa..377f0fa01291a4091dfd11a642fd3afdf21cef7d 100644
--- a/app/views/projects/blob/_new_dir.html.haml
+++ b/app/views/projects/blob/_new_dir.html.haml
@@ -7,7 +7,7 @@
       .modal-body
         = form_tag namespace_project_create_dir_path(@project.namespace, @project, @id), method: :post, remote: false, class: 'form-horizontal js-create-dir-form' do
           .form-group
-            = label_tag :dir_name, 'Directory Name', class: 'control-label'
+            = label_tag :dir_name, 'Directory name', class: 'control-label'
             .col-sm-10
               = text_field_tag :dir_name, params[:dir_name], placeholder: "Directory name", required: true, class: 'form-control'
 
diff --git a/app/views/projects/branches/new.html.haml b/app/views/projects/branches/new.html.haml
index d103a713c54cb8968d720449f1b8a7888527591e..efb5298a5e5aab3236c5f1863b6f1e6473d2e055 100644
--- a/app/views/projects/branches/new.html.haml
+++ b/app/views/projects/branches/new.html.haml
@@ -11,7 +11,7 @@
 
 = form_tag namespace_project_branches_path, method: :post, id: "new-branch-form", class: "form-horizontal js-requires-input" do
   .form-group
-    = label_tag :branch_name, 'Name for new branch', class: 'control-label'
+    = label_tag :branch_name, nil, class: 'control-label'
     .col-sm-10
       = text_field_tag :branch_name, params[:branch_name], placeholder: 'enter new branch name', required: true, tabindex: 1, class: 'form-control'
   .form-group
diff --git a/app/views/projects/labels/_form.html.haml b/app/views/projects/labels/_form.html.haml
index 4cf13492e99cd4cfe0a67b3a2b0a4f69f9c4b93f..291703bd60c9f357ebe535337840d4e962979907 100644
--- a/app/views/projects/labels/_form.html.haml
+++ b/app/views/projects/labels/_form.html.haml
@@ -12,7 +12,7 @@
     .col-sm-10
       = f.text_field :title, class: "form-control js-quick-submit", required: true
   .form-group
-    = f.label :color, "Background Color", class: 'control-label'
+    = f.label :color, "Background color", class: 'control-label'
     .col-sm-10
       .input-group
         .input-group-addon.label-color-preview  
diff --git a/app/views/projects/tags/new.html.haml b/app/views/projects/tags/new.html.haml
index 97abdb239edcc4a3ce2f712017ace208c91781a3..91e0a5493bd148f0d9fca6c553b5c13ffda8176a 100644
--- a/app/views/projects/tags/new.html.haml
+++ b/app/views/projects/tags/new.html.haml
@@ -12,7 +12,7 @@
 
 = form_tag namespace_project_tags_path, method: :post, id: "new-tag-form", class: "form-horizontal gfm-form tag-form" do
   .form-group
-    = label_tag :tag_name, 'Name for new tag', class: 'control-label'
+    = label_tag :tag_name, nil, class: 'control-label'
     .col-sm-10
       = text_field_tag :tag_name, params[:tag_name], placeholder: 'v3.0.1', required: true, tabindex: 1, class: 'form-control'
   .form-group
@@ -21,7 +21,7 @@
       = text_field_tag :ref, params[:ref], placeholder: 'master', required: true, tabindex: 2, class: 'form-control'
       .help-block  Branch name or commit SHA
   .form-group
-    = label_tag :message, 'Message', class: 'control-label'
+    = label_tag :message, nil, class: 'control-label'
     .col-sm-10
       = text_field_tag :message, nil, placeholder: 'Enter message.', required: false, tabindex: 3, class: 'form-control'
       .help-block (Optional) Entering a message will create an annotated tag.
diff --git a/app/views/shared/_group_form.html.haml b/app/views/shared/_group_form.html.haml
index c0a9923348e72b49d8d1bd6d18f177fd06d2ea5b..67072b9fc2abb513da29f06315bab8b921ec4edd 100644
--- a/app/views/shared/_group_form.html.haml
+++ b/app/views/shared/_group_form.html.haml
@@ -23,7 +23,7 @@
           %li It will change the git path to repositories under this group.
 
 .form-group.group-description-holder
-  = f.label :description, 'Details', class: 'control-label'
+  = f.label :description, class: 'control-label'
   .col-sm-10
     = f.text_area :description, maxlength: 250,
         class: 'form-control js-gfm-input', rows: 4
diff --git a/app/views/shared/_new_commit_form.html.haml b/app/views/shared/_new_commit_form.html.haml
index 8636341c60dbe99f177c5d0be368bb40de421ede..ce52614e868efcf79f7da0b154d0520d47770c61 100644
--- a/app/views/shared/_new_commit_form.html.haml
+++ b/app/views/shared/_new_commit_form.html.haml
@@ -2,8 +2,7 @@
 
 - unless @project.empty_repo?
   .form-group.branch
-    = label_tag 'branch', class: 'control-label' do
-      Branch
+    = label_tag 'new_branch', 'Target branch', class: 'control-label'
     .col-sm-10
       = text_field_tag 'new_branch', @new_branch || @ref, class: "form-control js-new-branch"
 
diff --git a/app/views/shared/issuable/_form.html.haml b/app/views/shared/issuable/_form.html.haml
index 0fc74d7d2b162825a1e086d54da83811bca0390e..2a5fb534a3c39f3857ab2dd8c3498ec8ad30310c 100644
--- a/app/views/shared/issuable/_form.html.haml
+++ b/app/views/shared/issuable/_form.html.haml
@@ -30,13 +30,11 @@
       = render 'projects/notes/hints'
       .clearfix
       .error-alert
-  %hr
 - if can?(current_user, :"admin_#{issuable.to_ability_name}", issuable.project)
+  %hr
   .form-group
     .issue-assignee
-      = f.label :assignee_id, class: 'control-label' do
-        %i.fa.fa-user
-        Assign to
+      = f.label :assignee_id, "Assignee", class: 'control-label'
       .col-sm-10
         = users_select_tag("#{issuable.class.model_name.param_key}[assignee_id]",
             placeholder: 'Select a user', class: 'custom-form-control', null_user: true,
@@ -46,9 +44,7 @@
         = link_to 'Assign to me', '#', class: 'btn assign-to-me-link'
   .form-group
     .issue-milestone
-      = f.label :milestone_id, class: 'control-label' do
-        %i.fa.fa-clock-o
-        Milestone
+      = f.label :milestone_id, "Milestone", class: 'control-label'
       .col-sm-10
         - if milestone_options(issuable).present?
           = f.select(:milestone_id, milestone_options(issuable),
@@ -60,9 +56,7 @@
         - if can? current_user, :admin_milestone, issuable.project
           = link_to 'Create new milestone', new_namespace_project_milestone_path(issuable.project.namespace, issuable.project), target: :blank
   .form-group
-    = f.label :label_ids, class: 'control-label' do
-      %i.fa.fa-tag
-      Labels
+    = f.label :label_ids, "Labels", class: 'control-label'
     .col-sm-10
       - if issuable.project.labels.any?
         = f.collection_select :label_ids, issuable.project.labels.all, :id, :name,
@@ -78,15 +72,11 @@
   %hr
     - if @merge_request.new_record?
       .form-group
-        = f.label :source_branch, class: 'control-label' do
-          %i.fa.fa-code-fork
-          Source Branch
+        = f.label :source_branch, class: 'control-label'
         .col-sm-10
           = f.select(:source_branch, [@merge_request.source_branch], { }, { class: 'source_branch select2 span2', disabled: true })
   .form-group
-    = f.label :target_branch, class: 'control-label' do
-      %i.fa.fa-code-fork
-      Target Branch
+    = f.label :target_branch, class: 'control-label'
     .col-sm-10
       = f.select(:target_branch, @merge_request.target_branches, { include_blank: "Select branch" }, { class: 'target_branch select2 span2', disabled: @merge_request.new_record? })
       - if @merge_request.new_record?
diff --git a/features/steps/admin/labels.rb b/features/steps/admin/labels.rb
index b45d98658bc83ac9a8894c99d005d9c97845e5d7..cb23b869658269c3f2fd080f92d266a099d3c76a 100644
--- a/features/steps/admin/labels.rb
+++ b/features/steps/admin/labels.rb
@@ -45,21 +45,21 @@ class Spinach::Features::AdminIssuesLabels < Spinach::FeatureSteps
   step 'I submit new label \'support\'' do
     visit new_admin_label_path
     fill_in 'Title', with: 'support'
-    fill_in 'Background Color', with: '#F95610'
+    fill_in 'Background color', with: '#F95610'
     click_button 'Save'
   end
 
   step 'I submit new label \'bug\'' do
     visit new_admin_label_path
     fill_in 'Title', with: 'bug'
-    fill_in 'Background Color', with: '#F95610'
+    fill_in 'Background color', with: '#F95610'
     click_button 'Save'
   end
 
   step 'I submit new label with invalid color' do
     visit new_admin_label_path
     fill_in 'Title', with: 'support'
-    fill_in 'Background Color', with: '#12'
+    fill_in 'Background color', with: '#12'
     click_button 'Save'
   end
 
@@ -101,7 +101,7 @@ class Spinach::Features::AdminIssuesLabels < Spinach::FeatureSteps
 
   step 'I change label \'bug\' to \'fix\'' do
     fill_in 'Title', with: 'fix'
-    fill_in 'Background Color', with: '#F15610'
+    fill_in 'Background color', with: '#F15610'
     click_button 'Save'
   end
 
diff --git a/spec/features/issues_spec.rb b/spec/features/issues_spec.rb
index 32fd4065bb41d55ca0c25f8dcaaf5d573dd897d8..0af5e6fc1a6a0d49d5b1ef6b416a3d14b13bc352 100644
--- a/spec/features/issues_spec.rb
+++ b/spec/features/issues_spec.rb
@@ -61,7 +61,7 @@ describe 'Issues', feature: true do
     it 'allows user to select unasigned', js: true do
       visit edit_namespace_project_issue_path(project.namespace, project, issue)
 
-      expect(page).to have_content "Assign to #{@user.name}"
+      expect(page).to have_content "Assignee #{@user.name}"
 
       first('#s2id_issue_assignee_id').click
       sleep 2 # wait for ajax stuff to complete