Acquiring (and Using) Linguistic (and World) Knowledge for Information Access or Theory for systems; application for theories AAAI Stanford Spring Symposium 1 2002 Contents Foreword and Challenge Jussi Karlgren, Björn Gambäck, and Pentti Kanerva On what Latent Semantic Analysis (LSA/LSI) does and doesn't do Thomas Landauer Using Proper Names to Cluster Documents Dan Winchester and Mark Lee Document Content Analysis through Inverted Generation Aurélien Max and Marc Dymetman Towards a Flexible Model of Word Meaning Magnus Sahlgren Current Issues in Markup-Based Knowledge Extraction Udo Kruschwitz OntoQuery: Ontology-based Querying of Texts Troels Andreasen, Per Anker Jensen, Jørgen Fischer Nilsson, Patrizia Paggio, Bolette Sandford Pedersen and Hanne Erdman Thomsen Construction of Thematic Representations of Texts Based on Domain-Specific Thesaurus Natalia V. Loukachevitch and Boris V. Dobrov Foreground and Background Text in Retrieval Jussi Karlgren and Timo Järvinen Underspecified Semantic Interpretation in an E-Mail Speech Interface Björn Gambäck and Maria Cheadle The Public Acquisition of Commonsense Knowledge Push Singh Representing Textual Content in a Generic Extraction Model Nancy McCracken Symposium Summary Jussi Karlgren