diff --git a/README.md b/README.md
index 2ffd38d..9bf5266 100644
--- a/README.md
+++ b/README.md
@@ -27,18 +27,20 @@ As output you will get `CHANGELOG.md` file with *pretty Markdown-formatted* chan
 Type `github_changelog_generator --help` for detailed usage.
 
     Usage: changelog_generator [options]
-    -u, --user [USER]                Username of the owner of target GitHub repo
-    -p, --project [PROJECT]          Name of project on GitHub
-    -t, --token [TOKEN]              To make more than 50 requests this script required your OAuth token for GitHub. You can generate it on https://github.com/settings/applications
-    -h, --help                       Displays Help
-    -v, --[no-]verbose               Run verbosely. Default is true
-        --[no-]issues                Include closed issues to changelog. Default is true
-        --[no-]issues-without-labels Include closed issues without any labels to changelog. Default is true
-        --[no-]pull-requests         Include pull-requests to changelog. Default is true
-    -l, --last-changes               Generate log between last 2 tags only
-    -f, --date-format [FORMAT]       Date format. Default is %d/%m/%y
-    -o, --output [NAME]              Output file. Default is CHANGELOG.md
-        --labels  x,y,z              List of labels. Issues with that labels will be included to changelog. Default is 'bug,enhancement'
+        -u, --user [USER]                Username of the owner of target GitHub repo
+        -p, --project [PROJECT]          Name of project on GitHub
+        -t, --token [TOKEN]              To make more than 50 requests this script required your OAuth token for GitHub. You can generate here: https://github.com/settings/tokens/new
+        -h, --help                       Displays Help
+            --[no-]verbose               Run verbosely. Default is true
+            --[no-]issues                Include closed issues to changelog. Default is true
+            --[no-]issues-without-labels Include closed issues without any labels to changelog. Default is true
+            --[no-]pull-requests         Include pull-requests to changelog. Default is true
+        -l, --last-changes               Generate log between last 2 tags only
+            --[no-]author                Add author of pull-request in the end. Default is true
+        -f, --date-format [FORMAT]       Date format. Default is %d/%m/%y
+        -o, --output [NAME]              Output file. Default is CHANGELOG.md
+            --labels  x,y,z              List of labels. Issues with that labels will be included to changelog. Default is 'bug,enhancement'
+        -v, --version                    Print version number
 
 ## Examples:
 
diff --git a/lib/github_changelog_generator.rb b/lib/github_changelog_generator.rb
index 4f7632c..b2a226a 100755
--- a/lib/github_changelog_generator.rb
+++ b/lib/github_changelog_generator.rb
@@ -61,6 +61,36 @@ module GitHubChangelogGenerator
         puts "Received all closed pull requests: #{pull_requests.count}"
       end
 
+      unless @options[:pull_request_labels].nil?
+
+        if @options[:verbose]
+          puts 'Filter all pull requests by labels.'
+        end
+
+        filtered_pull_requests = pull_requests.select { |pull_request|
+          #We need issue to fetch labels
+          issue = @github.issues.get @options[:user], @options[:project], pull_request.number
+          #compare is there any labels from @options[:labels] array
+          select_no_label = !issue.labels.map { |label| label.name }.any?
+
+          if @options[:verbose]
+            puts "Filter request \##{issue.number}."
+          end
+
+          if @options[:pull_request_labels].any?
+            select_by_label = (issue.labels.map { |label| label.name } & @options[:pull_request_labels]).any?
+          else
+            select_by_label = false
+          end
+
+          select_by_label | select_no_label
+        }
+
+        if @options[:verbose]
+          puts "Filtered pull requests with specified labels and w/o labels: #{filtered_pull_requests.count}"
+        end
+        return filtered_pull_requests
+      end
       pull_requests
     end
 
@@ -178,12 +208,12 @@ module GitHubChangelogGenerator
       newer_tag_name = newer_tag['name']
 
       if older_tag.nil?
-        filtered_pull_requests = delete_by_time(@pull_requests ,:merged_at, newer_tag_time)
-        issues = delete_by_time(@issues ,:closed_at, newer_tag_time)
+        filtered_pull_requests = delete_by_time(@pull_requests, :merged_at, newer_tag_time)
+        issues = delete_by_time(@issues, :closed_at, newer_tag_time)
       else
         older_tag_time = self.get_time_of_tag(older_tag)
-        filtered_pull_requests = delete_by_time(@pull_requests ,:merged_at, newer_tag_time, older_tag_time)
-        issues = delete_by_time(@issues ,:closed_at, newer_tag_time, older_tag_time)
+        filtered_pull_requests = delete_by_time(@pull_requests, :merged_at, newer_tag_time, older_tag_time)
+        issues = delete_by_time(@issues, :closed_at, newer_tag_time, older_tag_time)
       end
 
       self.create_log(filtered_pull_requests, issues, newer_tag_name, newer_tag_time)
diff --git a/lib/github_changelog_generator/parser.rb b/lib/github_changelog_generator/parser.rb
index adc202c..69a4080 100644
--- a/lib/github_changelog_generator/parser.rb
+++ b/lib/github_changelog_generator/parser.rb
@@ -6,7 +6,7 @@ require_relative 'version'
 module GitHubChangelogGenerator
   class Parser
     def self.parse_options
-      options = {:tag1 => nil, :tag2 => nil, :format => '%d/%m/%y', :output => 'CHANGELOG.md', :labels => %w(bug enhancement), :pulls => true, :issues => true, :verbose => true, :add_issues_wo_labels => true, :merge_prefix => '*Merged pull-request:* ', :author => true}
+      options = {:tag1 => nil, :tag2 => nil, :format => '%d/%m/%y', :output => 'CHANGELOG.md', :labels => %w(bug enhancement), :pulls => true, :issues => true, :verbose => true, :add_issues_wo_labels => true, :merge_prefix => '*Merged pull-request:* ', :author => true, :pull_request_labels => %w(bug enhancement)}
 
       parser = OptionParser.new { |opts|
         opts.banner = 'Usage: changelog_generator [options]'
@@ -47,9 +47,12 @@ module GitHubChangelogGenerator
         opts.on('-o', '--output [NAME]', 'Output file. Default is CHANGELOG.md') do |last|
           options[:output] = last
         end
-        opts.on('--labels  x,y,z', Array, 'List of labels. Issues with that labels will be included to changelog. Default is \'bug,enhancement\'') do |list|
+        opts.on('--labels  x,y,z', Array, 'Issues with that labels will be included to changelog. Default is \'bug,enhancement\'') do |list|
           options[:labels] = list
         end
+        opts.on('--filter-pull-requests  x,y,z', Array, 'Pull requests with that labels will be included to changelog. pull requests w\o labels will be included anyway.  Default is \'bug,enhancement\'') do |list|
+          options[:pull_request_labels] = list
+        end
         opts.on('-v', '--version', 'Print version number') do |v|
           puts "Version: #{GitHubChangelogGenerator::VERSION}"
           exit