Abstract17.1 Introduction17.2 Text Analytics: Techniques, Tools, and Measures17.3 Studies of Code Comments17.4 Automated Code Comment Analysis for Specification Mining and Bug Detection17.5 Studies and Analysis of API Documentation17.6 Future Directions and Challenges