Proceedings

Language Technologies for the Challenges of the Digital Age

27th International Conference, GSCL 2017, Berlin, Germany, September 13-14, 2017, Proceedings

Georg Rehm, Thierry Declerck (editors)

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GSCL 2017 Proceedings

Processing German: Basic Technologies

Front Matter

Pages 1-1

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Reconstruction of Separable Particle Verbs in a Corpus of Spoken German

Dolores Batinić, Thomas Schmidt

Pages 3-10

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Detecting Vocal Irony

Felix Burkhardt, Benjamin Weiss, Florian Eyben, Jun Deng, Björn Schuller

Pages 11-22

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The Devil is in the Details: Parsing Unknown German Words

Daniel Dakota

Pages 23-39

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Exploring Ensemble Dependency Parsing to Reduce Manual Annotation Workload

Jessica Sohl, Heike Zinsmeister

Pages 40-47

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Different German and English Coreference Resolution Models for Multi-domain Content Curation Scenarios

Ankit Srivastava, Sabine Weber, Peter Bourgonje, Georg Rehm

Pages 48-61

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Word and Sentence Segmentation in German: Overcoming Idiosyncrasies in the Use of Punctuation in Private Communication

Kyoko Sugisaki

Pages 62-71

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Fine-Grained POS Tagging of German Social Media and Web Texts

Stefan Thater

Pages 72-80

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Developing a Stemmer for German Based on a Comparative Analysis of Publicly Available Stemmers

Leonie Weissweiler, Alexander Fraser

Pages 81-94

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Negation Modeling for German Polarity Classification

Michael Wiegand, Maximilian Wolf, Josef Ruppenhofer

Pages 95-111

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Processing German: Named Entities

Front Matter

Pages 113-113

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NECKAr: A Named Entity Classifier for Wikidata

Johanna Geiß, Andreas Spitz, Michael Gertz

Pages 115-129

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Investigating the Morphological Complexity of German Named Entities: The Case of the GermEval NER Challenge

Bettina Klimek, Markus Ackermann, Amit Kirschenbaum, Sebastian Hellmann

Pages 130-145

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Detecting Named Entities and Relations in German Clinical Reports

Roland Roller, Nils Rethmeier, Philippe Thomas, Marc Hübner, Hans Uszkoreit, Oliver Staeck et al.

Pages 146-154

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In-Memory Distributed Training of Linear-Chain Conditional Random Fields with an Application to Fine-Grained Named Entity Recognition

Robert Schwarzenberg, Leonhard Hennig, Holmer Hemsen

Pages 155-167

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Online-Media and Online-Content

Front Matter

Pages 169-169

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What Does This Imply? Examining the Impact of Implicitness on the Perception of Hate Speech

Darina Benikova, Michael Wojatzki, Torsten Zesch

Pages 171-179

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Automatic Classification of Abusive Language and Personal Attacks in Various Forms of Online Communication

Peter Bourgonje, Julian Moreno-Schneider, Ankit Srivastava, Georg Rehm

Pages 180-191

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Token Level Code-Switching Detection Using Wikipedia as a Lexical Resource

Daniel Claeser, Dennis Felske, Samantha Kent

Pages 192-198

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How Social Media Text Analysis Can Inform Disaster Management

Sabine Gründer-Fahrer, Antje Schlaf, Sebastian Wustmann

Pages 199-207

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A Comparative Study of Uncertainty Based Active Learning Strategies for General Purpose Twitter Sentiment Analysis with Deep Neural Networks

Nils Haldenwang, Katrin Ihler, Julian Kniephoff, Oliver Vornberger

Pages 208-215

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An Infrastructure for Empowering Internet Users to Handle Fake News and Other Online Media Phenomena

Georg Rehm

Pages 216-231

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Different Types of Automated and Semi-automated Semantic Storytelling: Curation Technologies for Different Sectors

Georg Rehm, Julián Moreno-Schneider, Peter Bourgonje, Ankit Srivastava, Rolf Fricke, Jan Thomsen et al.

Pages 232-247

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Twitter Geolocation Prediction Using Neural Networks

Philippe Thomas, Leonhard Hennig

Pages 248-255

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Miscellaneous

Front Matter

Pages 257-257

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Diachronic Variation of Temporal Expressions in Scientific Writing Through the Lens of Relative Entropy

Stefania Degaetano-Ortlieb, Jannik Strötgen

Pages 259-275

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A Case Study on the Relevance of the Competence Assumption for Implicature Calculation in Dialogue Systems

Judith Victoria Fischer

Pages 276-283

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Supporting Sustainable Process Documentation

Markus Gärtner, Uli Hahn, Sibylle Hermann

Pages 284-291

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Optimizing Visual Representations in Semantic Multi-modal Models with Dimensionality Reduction, Denoising and Contextual Information

Maximilian Köper, Kim-Anh Nguyen, Sabine Schulte im Walde

Pages 292-300

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Using Argumentative Structure to Grade Persuasive Essays

Andreas Stiegelmayr, Margot Mieskes

Pages 301-308

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Back Matter

Pages 309-310

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