Fixed typo in readme.md

diff --git a/Readme.md b/Readme.md
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--- a/Readme.md
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@@ -15,7 +15,7 @@ not recognise British English's '-ise' as an alternate spelling of '-ize'. This
 implementation has been extended to handle correctly British English.
 
 This stemmer also features a comprehensive test set of over 29,000 words, taken from the 
-{Porter 2 stemmer website}[http://snowball.tartarus.org/algorithms/english/stemmer.html].
+[Porter 2 stemmer website](http://snowball.tartarus.org/algorithms/english/stemmer.html).
 
 Files
 =====

diff --git a/Readme.md~ b/Readme.md~
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--- a/Readme.md~
+++ b/Readme.md~
@@ -1,53 +1,58 @@
-# coding: utf-8
-
-# ==The Porter 2 stemmer
-# This is the Porter 2 stemming algorithm, as described at 
-# http://snowball.tartarus.org/algorithms/english/stemmer.html
-# The original paper is:
-#
-# Porter, 1980, "An algorithm for suffix stripping", _Program_, Vol. 14,
-# no. 3, pp 130-137
-#
-# ==Features of this implementation
-# This stemmer is written in pure Ruby, making it easy to modify for language variants. 
-# For instance, the original Porter stemmer only works for American English and does
-# not recognise British English's '-ise' as an alternate spelling of '-ize'. This 
-# implementation has been extended to handle correctly British English.
-#
-# This stemmer also features a comprehensive test set of over 29,000 words, taken from the 
-# {Porter 2 stemmer website}[http://snowball.tartarus.org/algorithms/english/stemmer.html].
-#
-# ==Files
-# Constants for the stemmer are in the Porter2 module.
-#
-# Procedures that implement the stemmer are added to the String class.
-# 
-# The stemmer algorithm is implemented in the String#porter2_stem procedure.
-#
-# ==Internationalisation
-# There isn't much, as this is a stemmer that only works for English.
-#
-# The +gb_english+ flag to the various procedures allows the stemmer to treat the British 
-# English '-ise' the same as the American English '-ize'.
-#
-# ==Longest suffixes
-# Several places in the algorithm require matching the longest suffix of a word. The 
-# regexp engine in Ruby 1.9 seems to handle alterntives in regexps by finding the 
-# alternative that matches at the first position in the string. As we're only talking 
-# about suffixes, that first match is also the longest suffix. If the regexp engine changes,
-# this behaviour may change and break the stemmer.
-#
-# ==Usage
-# Call the String#porter2_stem or String#stem methods on a string to return its stem
-#  "consistency".stem       # => "consist"
-#  "knitting".stem          # => "knit"
-#  "articulated".stem       # => "articul"
-#  "nationalize".stem       # => "nation"
-#  "nationalise".stem       # => "nationalis"
-#  "nationalise".stem(true) # => "nation"
-#
-# ==Author
-# The Porter 2 stemming algorithm was developed by 
-# {Martin Porter}[http://snowball.tartarus.org/algorithms/english/stemmer.html]. 
-# This implementation is by {Neil Smith}[http://www.njae.me.uk].
+The Porter 2 stemmer
+====================
+This is the Porter 2 stemming algorithm, as described at 
+http://snowball.tartarus.org/algorithms/english/stemmer.html
+The original paper is:
+
+Porter, 1980, "An algorithm for suffix stripping", _Program_, Vol. 14,
+no. 3, pp 130-137
+
+Features of this implementation
+===============================
+This stemmer is written in pure Ruby, making it easy to modify for language variants. 
+For instance, the original Porter stemmer only works for American English and does
+not recognise British English's '-ise' as an alternate spelling of '-ize'. This 
+implementation has been extended to handle correctly British English.
+
+This stemmer also features a comprehensive test set of over 29,000 words, taken from the 
+{Porter 2 stemmer website}[http://snowball.tartarus.org/algorithms/english/stemmer.html].
+
+Files
+=====
+Constants for the stemmer are in the Porter2 module.
+
+Procedures that implement the stemmer are added to the String class.
+
+The stemmer algorithm is implemented in the String#porter2_stem procedure.
+
+Internationalisation
+====================
+There isn't much, as this is a stemmer that only works for English.
+
+The `gb_english` flag to the various procedures allows the stemmer to treat the British 
+English '-ise' the same as the American English '-ize'.
+
+Longest suffixes
+================
+Several places in the algorithm require matching the longest suffix of a word. The 
+regexp engine in Ruby 1.9 seems to handle alterntives in regexps by finding the 
+alternative that matches at the first position in the string. As we're only talking 
+about suffixes, that first match is also the longest suffix. If the regexp engine changes,
+this behaviour may change and break the stemmer.
+
+Usage
+=====
+Call the String#porter2_stem or String#stem methods on a string to return its stem
+    "consistency".stem       # => "consist"
+    "knitting".stem          # => "knit"
+    "articulated".stem       # => "articul"
+    "nationalize".stem       # => "nation"
+    "nationalise".stem       # => "nationalis"
+    "nationalise".stem(true) # => "nation"
+
+Author
+======
+The Porter 2 stemming algorithm was developed by 
+[Martin Porter](http://snowball.tartarus.org/algorithms/english/stemmer.html). 
+This implementation is by [Neil Smith](http://www.njae.me.uk).