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Our results illustrate the difficulties in determining preposition semantics, but also demonstrate the potential for PP semantic role labelling to improve the performance of a holistic semantic role labelling system.<\/jats:p>","DOI":"10.1145\/1194936.1194940","type":"journal-article","created":{"date-parts":[[2007,1,16]],"date-time":"2007-01-16T19:38:29Z","timestamp":1168976309000},"page":"228-244","update-policy":"http:\/\/dx.doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":6,"title":["Semantic role labeling of prepositional phrases"],"prefix":"10.1145","volume":"5","author":[{"given":"Patrick","family":"Ye","sequence":"first","affiliation":[{"name":"University of Melbourne, Australia"}]},{"given":"Timothy","family":"Baldwin","sequence":"additional","affiliation":[{"name":"University of Melbourne, Australia"}]}],"member":"320","published-online":{"date-parts":[[2006,9]]},"reference":[{"key":"e_1_2_1_1_1","first-page":"39","article-title":"A maximum entropy approach to natural language processing","volume":"22","author":"Berger A. 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