Who Cited It

A Survey on Hate Speech Detection using Natural Language Processing

2017 · 1,419 citations · 0 from inside this corpus

Anna Grau Schmidt low, Michael Wiegand

This paper presents a survey on hate speech detection.Given the steadily growing body of social media content, the amount of online hate speech is also increasing.Due to the massive scale of the web, methods that automatically detect hate speech are required.Our survey describes key areas that have been explored to automatically recognize these types of utterances using natural language processing.We also discuss limits of those approaches.

A Survey on Hate Speech Detection using Natural Language Processing (2017)A Survey on Hate Speech Detec…Latent dirichlet allocation (2003)Latent dirichlet allocationEfficient Estimation of Word Representations in Vector Space (2013)Efficient Estimation of Word …Efficient Estimation of Word Representations in Vector Space (2013)Efficient Estimation of Word …Distributed Representations of Sentences and Documents (2014)Distributed Representations o…Class-based n -gram models of natural language (1992)Class-based n -gram models of…Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitt… (2016)Hateful Symbols or Hateful Pe…ConceptNet — A Practical Commonsense Reasoning Tool-Kit (2004)ConceptNet — A Practical Comm…Sentiment strength detection in short informal text (2010)Sentiment strength detection …
8 of 8 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.
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What this paper cites, inside the corpus

PaperYearCited
Latent dirichlet allocation200327,078
Efficient Estimation of Word Representations in Vector Space201318,186
Efficient Estimation of Word Representations in Vector Space201311,714
Distributed Representations of Sentences and Documents20145,121
Class-based n -gram models of natural language19922,894
Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitt…20161,675
ConceptNet — A Practical Commonsense Reasoning Tool-Kit20041,592
Sentiment strength detection in short informal text20101,457

Links

DOI · Open access copy · OpenAlex record

Topics

Hate Speech and Cyberbullying DetectionComputer Science
Internet Traffic Analysis and Secure E-votingComputer Science
Spam and Phishing DetectionComputer Science

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  • supports2 author record(s) attached.
  • supports46 reference(s) recorded.
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  • supportsA title is present.

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