cleanup commit

README.markdown

@@ -7,10 +7,14 @@ This is a pure python package that returns summary of news articles for a serach
 The final script extracts URLs from Google News, so it works best where the search query is a current affaird topic.
 
 Following are the different modules inside the ENS folder:
- - *bsReadability* - This module takes uses BeautifulSoup to extract boilerplate from a given URL
- - *lxmlReadability* - This module uses the more faster lxml library to extract boilerplate from a given URL, however the library is less robust to badly formed HTML and encoding
- - *GoogleRSSReader* - This module takes in a search query and returns the scraped URLs from the Google RSS reader. The Google RSS reader is not strict in their scraping policies
- - *TextRankSummarize* - This module uses a modified PageRank algorithm to mark the most important sentences/phrases in a text. A more graphical and intuitive approach than word-frequency. (NOTE: The parameter defining the number of nodes to be selected for final summary is hardcoded in this script, to play around with it you need to make appropriate changes here)
+ - **bsReadability** - This module takes uses BeautifulSoup to extract boilerplate from a given URL
+
+ - **lxmlReadability** - This module uses the more faster lxml library to extract boilerplate from a given URL, however the library is less robust to badly formed HTML and encoding
+
+ - **GoogleRSSReader** - This module takes in a search query and returns the scraped URLs from the Google RSS reader. The Google RSS reader is not strict in their scraping policies
+
+ - **TextRankSummarize** - This module uses a modified PageRank algorithm to mark the most important sentences/phrases in a text. A more graphical and intuitive approach than word-frequency. (NOTE: The parameter defining the number of nodes to be selected for final summary is hardcoded in this script, to play around with it you need to make appropriate changes here)
+
 
 ### Requirements