Language technologies for the challenges of the digital age : 27th International Conference, GSCL 2017, Berlin, Germany, September 13-14, 2017, Proceedings
Gesellschaft für Sprachtechnologie und Computerlinguistik, Georg Rehm (Editor), Thierry Declerck (Editor)
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
Congress
1 online resource (xiii, 310 pages) : illustrations
9783319737065, 3319737066
1019708161
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
International conference proceedings
Includes author index
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