Sentiment Symposium Tutorial is a nice website with detailed explanation and even some codes.

Thumbs up? Sentiment Classification using Machine Learning Techniques is a paper quoted +1700 times.

These two are recommended reading material from nlp-class.org on sentiment analysis.