NLTK-Lite is a new collection of lightweight NLP modules designed for maximum simplicity and efficiency. NLTK-Lite only covers the simple variants of standard data structures and tasks. Simplicity and efficiency are valued over generality and extensibility. NLTK-Lite is primarily intended to facilitate teaching NLP to students having limited programming experience. The focus is on teaching Python together with the help of NLP recipes, instead of teaching students to use a large set of specialized classes that lock them in to using NLTK. WWW: http://nltk.sourceforge.net/