The document summarizes a tutorial on word sense disambiguation (WSD) given at AAAI-2005. It introduces the problem of WSD, outlines different approaches including knowledge-intensive methods, supervised learning, minimally supervised and unsupervised learning. The tutorial aims to introduce WSD and persuade the audience to work on and apply WSD in their text applications.