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Offlinedreamachine


Registered: 11/17/19
Posts: 663
Last seen: 4 years, 1 month
The Online Hate Index Using AI
    #26346958 - 11/26/19 03:10 PM (4 years, 2 months ago)

The video is less than two minutes; check it out...



Quote:


Online communities have been described as the modern public square, a space for opinions to be expressed and voices to be heard. In reality, though, not everyone has equal access to this public square, and not everyone has the privilege to speak without fear.6 Hateful and abusive online speech forces out other voices; excluding the voices of the marginalized and underrepresented from public discourse.7

Through combining social science and machine learning, the OHI holds the promise to bring more humanity to the internet. By helping us understand speech on the internet, the OHI will not just make online communities safer and more inclusive, it will make them more protective of speech and more welcoming to a wide array of voices.

In this document, we will outline the conceptualization and operationalization of online hate speech and the building of the machine learning model to understand it. We will also discuss the necessary techniques to make the machine learning model as accurate as possible, and some initial results, which give indications of the features of speech that are most commonly used when deciding if a reader would consider an online comment to be hate speech or not. Finally, we will discuss the way forward, and how we see the OHI scaling up and functioning in the broader online world.




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