Copies of the following paper will be handed out in class on May 3, 2005 with permission of the copyright holder:

Thomas Hofmann. Probabilistic Latent Semantic Indexing. Proceedings of the 22nd ACM International Conference on Research and Development in Information Retrieval (SIGIR'99), 1999.