Reconstruction of Separable Particle Verbs in a Corpus of Spoken German -- Detecting Vocal Irony -- The Devil is in the Details: Parsing Unknown German Words -- Exploring Ensemble Dependency Parsing to Reduce Manual Annotation Workload -- Different German and English Co-reference Resolution Models for Multi-Domain Content Curation Scenarios -- Word and Sentence Segmentation in German: Overcoming Idiosyncrasies in the Use of Punctuation in Private Communication -- Fine-Grained POS Tagging of German Social Media and Web Texts -- Developing a Stemmer for German Based on a Comparative Analysis of Publicly Available Stemmers -- Negation Modeling for German Polarity Classification -- NECKAr: A Named Entity Classifier for Wikidata -- Investigating the Morphological Complexity of German Named Entities: The Case of the GermEval NER Challenge -- Detecting Named Entities and Relations in German Clinical Reports -- In-Memory Distributed Training of Linear-Chain Conditional Random Fields with an Application to Fine-Grained Named Entity Recognition -- What does this imply? Examining the Impact of Implicitness on the Perception of Hate Speech -- Automatic Classification of Abusive Language and Personal Attacks in Various Forms of Online Communication -- Token Level Code-Switching Detection Using Wikipedia as a Lexical Resource -- How Social Media Text Analysis Can Inform Disaster Management -- A Comparative Study of Uncertainty Based Active Learning Strategies for General Purpose Twitter Sentiment Analysis with Deep Neural Networks -- An Infrastructure for Empowering Internet Users to Handle Fake News and Other Online Media Phenomena -- Different Types of Automated and Semi-automated Semantic Storytelling: Curation Technologies for Different Sectors -- Twitter Geolocation Prediction Using Neural Networks -- Diachronic Variation of Temporal Expressions in Scientific Writing Through the Lens of Relative Entropy -- A Case Study on the Relevance of the Competence Assumption for Implicature Calculation in Dialogue Systems -- Supporting Sustainable Process Documentation -- Optimizing Visual Representations in Semantic Multi-Modal Models with Dimensionality Reduction, De-noising and Contextual Information -- Using Argumentative Structure to Grade Persuasive Essays.