Language Technologies for the Challenges of the Digital Age

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

Herausgeber: Rehm, Georg, Declerck, Thierry (Eds.)

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Über dieses Buch: This open access volume constitutes the refereed proceedings of the 27th biennial conference of the German Society for Computational Linguistics and Language Technology, GSCL 2017, held in Berlin, Germany, in September 2017, which focused on language technologies for the digital age. The 16 full papers and 10 short papers included in the proceedings were carefully selected from 36 submissions. Topics covered include text processing of the German language, online media and online content, semantics and reasoning, sentiment analysis, and semantic web description languages.

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Inhaltsverzeichnis (26 Kapitel)

Reconstruction of Separable Particle Verbs in a Corpus of Spoken German

Batinić, Dolores (et al.)

Seiten 3-10

Vorschau
Detecting Vocal Irony

Burkhardt, Felix (et al.)

Seiten 11-22

Vorschau
The Devil is in the Details: Parsing Unknown German Words

Dakota, Daniel

Seiten 23-39

Vorschau
Exploring Ensemble Dependency Parsing to Reduce Manual Annotation Workload

Sohl, Jessica (et al.)

Seiten 40-47

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

Srivastava, Ankit (et al.)

Seiten 48-61

Vorschau

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

Sugisaki, Kyoko

Seiten 62-71

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

Thater, Stefan

Seiten 72-80

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

Weissweiler, Leonie (et al.)

Seiten 81-94

Vorschau
Negation Modeling for German Polarity Classification

Wiegand, Michael (et al.)

Seiten 95-111

Vorschau
NECKAr: A Named Entity Classifier for Wikidata

Geiß, Johanna (et al.)

Seiten 115-129

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

Klimek, Bettina (et al.)

Seiten 130-145

Vorschau
Detecting Named Entities and Relations in German Clinical Reports

Roller, Roland (et al.)

Seiten 146-154

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

Schwarzenberg, Robert (et al.)

Seiten 155-167

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

Benikova, Darina (et al.)

Seiten 171-179

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

Bourgonje, Peter (et al.)

Seiten 180-191

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

Claeser, Daniel (et al.)

Seiten 192-198

Vorschau
How Social Media Text Analysis Can Inform Disaster Management

Gründer-Fahrer, Sabine (et al.)

Seiten 199-207

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

Haldenwang, Nils (et al.)

Seiten 208-215

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

Rehm, Georg

Seiten 216-231

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

Rehm, Georg (et al.)

Seiten 232-247

Vorschau
Twitter Geolocation Prediction Using Neural Networks

Thomas, Philippe (et al.)

Seiten 248-255

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

Degaetano-Ortlieb, Stefania (et al.)

Seiten 259-275

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

Fischer, Judith Victoria

Seiten 276-283

Vorschau
Supporting Sustainable Process Documentation

Gärtner, Markus (et al.)

Seiten 284-291

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

Köper, Maximilian (et al.)

Seiten 292-300

Vorschau