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We begin by describing some of the ways time is expressed in natural language, and the particular requirements this imposes on information processing systems. We then provide an overview of current annotation-based approaches to temporal information extraction, followed by an introduction to the relevant literature on temporal reasoning. We also provide brief synopses of the articles in this issue, situating them in a broader context. We end with administrative remarks about the creation of this special issue.<\/jats:p>","DOI":"10.1145\/1017068.1017069","type":"journal-article","created":{"date-parts":[[2004,10,7]],"date-time":"2004-10-07T17:38:56Z","timestamp":1097170736000},"page":"1-10","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":25,"title":["Introduction to the special issue on temporal information processing"],"prefix":"10.1145","volume":"3","author":[{"given":"Inderjeet","family":"Mani","sequence":"first","affiliation":[{"name":"Georgetown University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James","family":"Pustejovsky","sequence":"additional","affiliation":[{"name":"Brandeis University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Beth","family":"Sundheim","sequence":"additional","affiliation":[{"name":"SPAWAR Systems Center"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2004,3]]},"reference":[{"volume-title":"Proceedings of the Fifth Conference on Applied Natural Language Processing, 33--40","author":"Alexandersson J.","key":"e_1_2_1_1_1","unstructured":"Alexandersson , J. , Riethinger , N. and Maier , E . 1997. Insights into the Dialogue Processing of VERBMOBIL . Proceedings of the Fifth Conference on Applied Natural Language Processing, 33--40 . Washington, D.C. 10.3115\/974557.974564 Alexandersson, J., Riethinger, N. and Maier, E. 1997. Insights into the Dialogue Processing of VERBMOBIL. Proceedings of the Fifth Conference on Applied Natural Language Processing, 33--40. Washington, D.C. 10.3115\/974557.974564"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(84)90008-0"},{"key":"e_1_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Allen J. F. and Ferguson G. 1997. Actions and Events in Interval Temporal Logic. In Spatial and Temporal Reasoning O. Stock Eds. Kluwer Academic Publishers Dordrecht Netherlands 205--245. Allen J. F. and Ferguson G. 1997. Actions and Events in Interval Temporal Logic. In Spatial and Temporal Reasoning O. Stock Eds. 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