Perspective Reviews and details

Social recommendations and mentions

• Politically-engaged Redditors tend to be more toxic -- even in non-political subreddits

  Even the developer blog over at PerspectiveAPI link seems pretty light on details beyond things like flags for obscenity and sexually explicit content. Source: 4 months ago

• Politically-engaged Redditors tend to be more toxic — even in non-political subreddits

  Here it is, with a big ‘HOW IT WORKS’ on the front page if you’re into that sort of thing. Source: 4 months ago

• Tankies: A Data-driven Understanding of Left-Wing Extremists on Social Media, This Insight is based on a study that seeks to address this gap, offering a comprehensive examination of a left-wing extremist community on Reddit known as ‘tankies’.

  To get to the heart of what sets tankies apart, we embarked on an in-depth comparison with other far-left online communities (depicted with a light red in Fig. 2 and 3). We used a range of tools to analyse the topics they discuss and the names they mention, and study their lexical choices by examining the word alignments of tankies with other far-left communities. Subsequently, we assess the toxicity of their... Source: 6 months ago

• Reddit’s LLM text model for Ads Safety

  Prior to shipping our first LLM, we trained two smaller models tested offline for this exact use case. The first was a Logistic Regression model which performed relatively well on a training set containing ~120k labels. The second model was a Gradient Boosted Tree (GBT) model which outperformed the Logistic Regression model on the same training set. The tradeoff was speed both in training and inference time as the... Source: 7 months ago

• What do we consider toxic behavior and comments within the context of r/UFOs?

  Disqus is a large public engagement platform which hosts millions of comments per month. They’ve been developing their own technologies to better handle problematic content and help their users moderate. They also leverage Jigsaw’s Perspective API, which paved the way for ModerateHateSpeech. Source: 10 months ago

• How many coding projects do I need on my resume?

  Your own AI, unless you're using an off-the-shelf API like ChatGPT or Perspective. - Source: dev.to / 11 months ago

• Find Out Why Responsible AI Is Important

  Automated Adversarial Testing. Large Language Models use the Perspective API to detect toxicity in their models. - Source: dev.to / 11 months ago

• Auditing Elon Musk's Impact on Hate Speech and Bots

  FYI, in conjunction with Perspective API[1], this is the list of words that authors used to determine whether a tweet is considered hateful: https://github.com/dan-hickey1/musk-hate-lexicon/blob/main/hate_keywords.txt. - Source: Hacker News / about 1 year ago

• Daily Megathread - 03/01/2023

  Many large papers with a comments under article model have been automoderated by an NLG API since ~2019, Reddit also took this onboard and rolled it out as a central service a few years later. It appears to have a US centric process which is why users should never discuss Mr Brain's products. Source: over 1 year ago

• What to add to my landing page so it looks less bland?

  Https://perspectiveapi.com/ is a good example and one of my favorite sites ever. Source: over 1 year ago

• Recieved a warning from reddit. Linked to a comment but can't see comment

  I used an offsite archive service to retrieve the content of your comment, and then put it through the Zeinert classification, my own auto-parser, and for good measure dropped it through the Perspective API models for hate speech, violent threats, and toxic engagement. Source: over 1 year ago

• Alpine statement regarding receiving huge amounts of hate on social media following the Sprint

  Sounds like they used this or something similar https://perspectiveapi.com/. Source: over 1 year ago