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This representation provides an interface to compositional semantics and to the notions of \u201cwho did what to whom.\u201d The last two decades have seen great advances in parsing English, leading to major leaps also in the performance of applications that use parsers as part of their backbone, such as systems for information extraction, sentiment analysis, text summarization, and machine translation. Attempts to replicate the success of parsing English for other languages have often yielded unsatisfactory results. In particular, parsing languages with complex word structure and flexible word order has been shown to require non-trivial adaptation. This special issue reports on methods that successfully address the challenges involved in parsing a range of morphologically rich languages (MRLs). This introduction characterizes MRLs, describes the challenges in parsing MRLs, and outlines the contributions of the articles in the special issue. These contributions present up-to-date research efforts that address parsing in varied, cross-lingual settings. They show that parsing MRLs addresses challenges that transcend particular representational and algorithmic choices. <\/jats:p>","DOI":"10.1162\/coli_a_00133","type":"journal-article","created":{"date-parts":[[2012,11,13]],"date-time":"2012-11-13T14:42:31Z","timestamp":1352817751000},"page":"15-22","source":"Crossref","is-referenced-by-count":40,"title":["Parsing Morphologically Rich Languages: Introduction to the Special Issue"],"prefix":"10.1162","volume":"39","author":[{"given":"Reut","family":"Tsarfaty","sequence":"first","affiliation":[{"name":"Uppsala University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Djam\u00e9","family":"Seddah","sequence":"additional","affiliation":[{"name":"Universit\u00e9 Paris-Sorbonne\/INRIA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sandra","family":"K\u00fcbler","sequence":"additional","affiliation":[{"name":"Indiana University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joakim","family":"Nivre","sequence":"additional","affiliation":[{"name":"Uppsala University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"281","reference":[{"key":"R1","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-010-0201-1_10"},{"key":"R2","doi-asserted-by":"publisher","DOI":"10.3115\/1219840.1219878"},{"issue":"1","key":"R3","first-page":"306","volume":"33","author":"Black Ezra","year":"1991","journal-title":"Speech Communication"},{"key":"R4","doi-asserted-by":"publisher","DOI":"10.3115\/993079.993082"},{"key":"R5","volume-title":"Data-Oriented Parsing","author":"Bod Rens","year":"2003"},{"key":"R6","first-page":"89","volume-title":"Proceedings of CoLing","author":"Bohnet Bernd","year":"2010"},{"key":"R7","doi-asserted-by":"publisher","DOI":"10.3115\/1596276.1596305"},{"key":"R8","doi-asserted-by":"publisher","DOI":"10.3115\/1596324.1596327"},{"key":"R9","first-page":"132","volume-title":"Proceedings of the 1st Annual Meeting of the North American Chapter of the ACL (NAACL)","author":"Charniak Eugene","year":"2000"},{"key":"R10","doi-asserted-by":"publisher","DOI":"10.3115\/1219840.1219862"},{"key":"R11","first-page":"3053","volume":"11","author":"Cohn Trevor","year":"2010","journal-title":"The Journal of Machine Learning Research"},{"key":"R12","doi-asserted-by":"publisher","DOI":"10.3115\/976909.979620"},{"key":"R13","doi-asserted-by":"publisher","DOI":"10.3115\/1034678.1034754"},{"key":"R14","first-page":"39","volume-title":"Proceedings of the Third Workshop on Treebanks and Linguistic Theories (TLT 2004)","author":"Corazza Anna","year":"2004"},{"key":"R15","doi-asserted-by":"publisher","DOI":"10.3115\/1075096.1075109"},{"key":"R16","first-page":"959","volume-title":"Proceedings of ACL-08: HLT","author":"Finkel Jenny Rose","year":"2008"},{"key":"R17","first-page":"742","volume-title":"Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics","author":"Goldberg Yoav","year":"2010"},{"key":"R18","first-page":"586","volume-title":"Proceedings of ACL-08: HLT","author":"Huang Liang","year":"2008"},{"key":"R19","doi-asserted-by":"publisher","DOI":"10.3115\/1075096.1075150"},{"key":"R20","doi-asserted-by":"publisher","DOI":"10.2200\/S00169ED1V01Y200901HLT002"},{"key":"R21","first-page":"31","volume-title":"Proceedings of the 5th International Workshop on Treebanks and Linguistic Theories (TLT)","author":"Kulick Seth","year":"2006"},{"key":"R23","doi-asserted-by":"publisher","DOI":"10.3115\/981658.981695"},{"issue":"2","key":"R24","first-page":"313","volume":"19","author":"Marcus Mitchell","year":"1993","journal-title":"Computational Linguistics"},{"key":"R25","first-page":"915","volume-title":"Proceedings of the CoNLL 2007 Shared Task. 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