Processing German: Basic Technologies

Front Matter

Pages 1-1

Reconstruction of Separable Particle Verbs in a Corpus of Spoken German

Dolores Batinić, Thomas Schmidt

Pages 3-10

Detecting Vocal Irony

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

Pages 11-22

The Devil is in the Details: Parsing Unknown German Words

Daniel Dakota

Pages 23-39

Exploring Ensemble Dependency Parsing to Reduce Manual Annotation Workload

Jessica Sohl, Heike Zinsmeister

Pages 40-47

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

Ankit Srivastava, Sabine Weber, Peter Bourgonje, Georg Rehm

Pages 48-61

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

Kyoko Sugisaki

Pages 62-71

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

Stefan Thater

Pages 72-80

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

Leonie Weissweiler, Alexander Fraser

Pages 81-94

Negation Modeling for German Polarity Classification

Michael Wiegand, Maximilian Wolf, Josef Ruppenhofer

Pages 95-111

Processing German: Named Entities

Front Matter

Pages 113-113

NECKAr: A Named Entity Classifier for Wikidata

Johanna Geiß, Andreas Spitz, Michael Gertz

Pages 115-129

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

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

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

Online-Media and Online-Content

Front Matter

Pages 169-169

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

Darina Benikova, Michael Wojatzki, Torsten Zesch

Pages 171-179

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

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

Daniel Claeser, Dennis Felske, Samantha Kent

Pages 192-198

How Social Media Text Analysis Can Inform Disaster Management

Sabine Gründer-Fahrer, Antje Schlaf, Sebastian Wustmann

Pages 199-207

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

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

Georg Rehm

Pages 216-231

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

Twitter Geolocation Prediction Using Neural Networks

Philippe Thomas, Leonhard Hennig

Pages 248-255

Miscellaneous

Front Matter

Pages 257-257

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

Stefania Degaetano-Ortlieb, Jannik Strötgen

Pages 259-275

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

Judith Victoria Fischer

Pages 276-283

Supporting Sustainable Process Documentation

Markus Gärtner, Uli Hahn, Sibylle Hermann

Pages 284-291

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

Using Argumentative Structure to Grade Persuasive Essays

Andreas Stiegelmayr, Margot Mieskes

Pages 301-308

Back Matter

Pages 309-310