Hate Speech in Social Media: Linguistic Approaches

Abstract

Intro -- Contents -- Notes on Contributors -- List of Figures -- List of Tables -- Part I: Introduction: Online Hate Speech-Object, Approaches, Issues -- 1: Building and Analysing an Online Hate Speech Corpus: The NETLANG Experience and Beyond -- 1 Introduction -- 2 Linguistic Approaches to Hate Speech -- 3 Genesis of the Book: Construction and Preparation of an Online Hate Speech Corpus -- 4 Book Layout: Parts and Chapters -- References -- 2: Distinguishing Online Hate Speech from Aggressive Speech: A Five-Factor Annotation Model -- 1 Introduction -- 2 Related Work -- 2.1 Defining Hate Speech -- 2.1.1 Outside Academia -- 2.1.2 In Academic Discourse -- 2.2 Annotating Hate Speech -- 3 A Five-Factor Annotation Model for Hate Speech -- 3.1 Hate Speech as Part of Antisocial Discourse -- 3.2 The Five Factors -- 3.2.1 Content: Does the Message Express Prejudice? -- 3.2.2 Target: Is the Message Aimed at (a Member of) a Disadvantaged Group? -- 3.2.3 Purpose: Does the Message Intend to Cause Harm? -- 3.2.4 Agent: Does the Sender of the Message Identify with a Dominant Group? -- 3.2.5 Channel: Is the Message Publicly Transmitted? -- 4 Applying the Model -- 5 Extending the Analysis -- 6 Conclusion -- References -- Part II: Structural Patterns in Hate Speech -- 3: Improving NLP Techniques by Integrating Linguistic Input to Detect Hate Speech in CMC Corpora -- 1 Introduction -- 2 Related Work -- 2.1 CMC Hate Speech Corpora -- 2.2 Opinion Mining -- 2.3 Hate Speech Detection -- 2.3.1 Hate Speech Classification Approaches -- 2.3.2 Challenges for Automatic Detection of Hate Speech in CMC -- 3 Research Approach -- 4 Corpus Compilation -- 5 Pre-Processing -- 5.1 Tokenisation -- 5.2 Lemmatisation -- 5.3 Part-of-Speech Tagging -- 6 Using Linguistic-Pragmatic Patterns to Detect HS -- 6.1 Linguistic Pattern Identification.

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Hate speech in social media: linguistic approaches

Ermida, Isabel

Ermida, Isabel

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