Language Technologies for the Challenges of the Digital Age 1st Edition by Georg Rehm, Thierry Declerck ISBN 3319737058 9783319737058

Reconstruction and Analysis of Particle Verbs

• Reconstruction of Separable Particle Verbs in a Corpus of Spoken German

Vocal and Sentiment Analysis

• Detecting Vocal Irony
• What does this imply? Examining the Impact of Implicitness on the Perception of Hate Speech

Parsing and Word Recognition

• The Devil is in the Details: Parsing Unknown German Words
• Exploring Ensemble Dependency Parsing to Reduce Manual Annotation Work

Co-reference and Content Curation

• Different German and English Co-reference Resolution Models for Multi-Domain Content Curation Scenarios

Word and Sentence Processing in German

• 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

Morphological and Semantic Analysis

• Developing a Stemmer for German Based on a Comparative Analysis of Publicly Available Stemmers
• Negation Modeling for German Polarity Classification

Named Entity Recognition (NER)

• 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

Named Entity Recognition (NER) and Machine Learning

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

Social Media and Sentiment Analysis

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

Fake News and Media Analysis