Discussion of information handling tools focuses on natural language processing and linguistically-based techniques that help improve retrieval performance. Topics include difficulties in information retrieval, including poor questions and ambiguous words; phrase detection; disambiguation; automatic categorization; entity extraction; concept mapping; and future possibilities; including ecommerce applications and good speech recognition. (LRW)