[20160812] Weekly Report of CS297

Reviewed 1 paper using Word2Vec to enhance Naive Bayes Classifier. The Title is shown below:

Screen Shot 2016-08-15 at 12.40.06 PM

 

Pros:

  • Introduced semantic analysis into text classification. Word2Vec is shown to improve the classification accuracy.
  • Applied distributed method for large-scale computation 

Cons:

  • For each class, the same corpus is used. If find corpus with each different class, the result may be more accurate
Advertisements

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s