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Modeling, Learning, and Processing of Text Technological Data Structures 2012

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Alexander Mehler, Kai-Uwe Kühnberger, Henning Lobin, Harald Lüngen, Angelika Storrer, Andreas Witt:
Modeling, Learning, and Processing of Text Technological Data Structures. Studies in Computational Intelligence 370, Springer 2012, ISBN 978-3-642-22612-0

Introduction: Modeling, Learning and Processing of Text-Technological Data Structures

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Alexander Mehler, Kai-Uwe Kühnberger, Henning Lobin, Harald Lüngen, Angelika Storrer, Andreas Witt:
Introduction: Modeling, Learning and Processing of Text-Technological Data Structures. 1-11

Part I: Text Parsing: Data Structures, Architecture and Evaluation

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Manfred Stede, Heike Bieler:
The MOTS Workbench. 15-34
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Henning Lobin, Harald Lüngen, Mirco Hilbert, Maja Bärenfänger:
Processing Text-Technological Resources in Discourse Parsing. 35-58

Part II: Measuring Semantic Distance: Methods, Resources, and Applications

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Graeme Hirst, Saif M. Mohammad:
Semantic Distance Measures with Distributional Profiles of Coarse-Grained Concepts. 61-79
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  - series/sci/NikolovaBF12
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Sonya S. Nikolova, Jordan L. Boyd-Graber, Christiane Fellbaum:
Collecting Semantic Similarity Ratings to Connect Concepts in Assistive Communication Tools. 81-93

Part III: From Textual Data to Ontologies, from Ontologies to Textual Data

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Alessandro Oltramari:
An Introduction to Hybrid Semantics: The Role of Cognition in Semantic Resources. 97-109
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Marcus Kracht:
Modal Logic Foundations of Markup Structures in Annotation Systems. 111-127
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Tonio Wandmacher, Ekaterina Ovchinnikova, Uwe Mönnich, Jens Michaelis, Kai-Uwe Kühnberger:
Adaptation of Ontological Knowledge from Structured Textual Data. 129-153

Part IV: Multidimensional Representations: Solutions for Complex Markup

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C. M. Sperberg-McQueen, Claus Huitfeldt:
Ten Problems in the Interpretation of XML Documents. 157-174
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Massimo Poesio, Nils Diewald, Maik Stührenberg, Jon Chamberlain, Daniel Jettka, Daniela Goecke, Udo Kruschwitz:
Markup Infrastructure for the Anaphoric Bank: Supporting Web Collaboration. 175-195
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Andreas Witt, Maik Stührenberg, Daniela Goecke, Dieter Metzing:
Integrated Linguistic Annotation Models and Their Application in the Domain of Antecedent Detection. 197-218

Part V: Document Structure Learning

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Gerhard Paaß, Iuliu Vasile Konya:
Machine Learning for Document Structure Recognition. 221-247
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Francis Maes, Ludovic Denoyer, Patrick Gallinari:
Corpus-Based Structure Mapping of XML Document Corpora: A Reinforcement Learning Based Model. 249-266
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Peter Geibel, Alexander Mehler, Kai-Uwe Kühnberger:
Learning Methods for Graph Models of Document Structure. 267-298
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Alexander Mehler, Ulli Waltinger:
Integrating Content and Structure Learning: A Model of Hypertext Zoning and Sounding. 299-329

Part VI: Interfacing Textual Data, Ontological Resources and Document Parsing

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Gerhard Heyer:
Learning Semantic Relations from Text. 333-346
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Harald Lüngen, Michael Beißwenger, Bianca Selzam, Angelika Storrer:
Modelling and Processing Wordnets in OWL. 347-376
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Irene M. Cramer, Tonio Wandmacher, Ulli Waltinger:
Exploring Resources for Lexical Chaining: A Comparison of Automated Semantic Relatedness Measures and Human Judgments. 377-396

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