Keywords:
Computer science
;
Data mining
;
Artificial intelligence
;
Text processing (Computer science)
;
Computational linguistics
;
Computer Science
;
Document Preparation and Text Processing
;
Artificial Intelligence (incl. Robotics)
;
Language Translation and Linguistics
;
Data Mining and Knowledge Discovery
;
Information Systems Applications (incl. Internet)
Description / Table of Contents:
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
Pages:
Online-Ressource (XIII, 310 pages)
,
54 illustrations
ISBN:
9783319737065
URL:
https://link.springer.com/openurl?genre=book&isbn=978-3-319-73706-5
Language:
English
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