Proceedings of the GermEval Workshop 2018

Titelei

Subject Area: Linguistics and Literature

approbated - online

• Abstract
• PDF

Contents

Subject Area: Linguistics and Literature

approbated - online

• Abstract
• PDF

Preface

page iv

Subject Area: Linguistics and Literature

approbated - online

• Abstract
• PDF

Overview of the GermEval 2018 Shared Task on the Identification of Offensive Language

page 1

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

Offensive Language without OffensiveWords (OLWOW)

page 11

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

h_da Submission for the Germeval Shared Task on the Identification of Offensive Language

page 16

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

Saarland University’s Participation in the GermEval Task 2018 (UdSW) – Examining Different Types of Classifiers and Features

page 21

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

Challenges of Automatically Detecting Offensive Language Online: Participation Paper for the Germeval Shared Task 2018 ( H a UA )

page 27

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

KAUSTmine - Offensive Comment Classification on German Language Microposts

page 33

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

Fine-Grained Classification of Offensive Language

page 38

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

TUWienKBS at GermEval 2018: German Abusive Tweet Detection

page 45

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

Feature Explorations for Hate Speech Classification

page 51

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

Offensive Language Detection with Neural Networks for Germeval Task 2018

page 58

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

RuG at GermEval: Detecting Offensive Speech in German Social Media

page 63

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

upInf - Offensive Language Detection in German Tweets

page 71

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

InriaFBK at Germeval 2018: Identifying Offensive Tweets Using Recurrent Neural Networks

page 80

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

Transfer Learning from LDA to BiLSTM-CNN for Offensive Language Detection in Twitter

page 85

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

Towards the Automatic Classification of Offensive Language and Related Phenomena in German Tweets

page 95

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

HIIwiStJS at GermEval-2018: Integrating Linguistic Features in a Neural Network for the Identification of Offensive Language in Microposts

page 104

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

ULMFiT at GermEval-2018: A Deep Neural Language Model for the Classification of Hate Speech in German Tweets

page 113

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

German Hate Speech Detection on Twitter

page 120

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

CNN-Based Offensive Language Detection

page 125

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

spMMMP at GermEval 2018 Shared Task: Classification of Offensive Content in Tweets using Convolutional Neural Networks and Gated Recurrent Units

page 130

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

GermEval 2018 : Machine Learning and Neural Network Approaches for Offensive Language Identification

page 138

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract
• PDF

GESAMTPDF-GermEval2018_Proceedings

page 1

ISBN-13 Online: 978-3-7001-8435-5

Subject Area: Linguistics and Literature

refereed - online

• Abstract