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Content Moderation / Trust and Safety person

Open AI’s como paper, A Holistic Approach to Undesired Content Detection in the Real World.

https://arxiv.org/pdf/2208.03274.pdf

Lots of interesting facts are strewn around the paper.

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The first paper that squarely talked about the language resource gap in CS/ML. Before this came out, it was hard to explain just how stark the gap between English and other languages was.

Lost in Translation: Large Language Models in Non-English Content Analysis

https://cdt.org/insights/lost-in-translation-large-language-...

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This paper gets in for the title:

“I run the world’s largest historical outreach project and it’s on a cesspool of a website.” Moderating a public scholarship site on Reddit: A case study of r/AskHistorians

https://drum.lib.umd.edu/bitstream/handle/1903/25576/CSCW_Pa...

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This was the first paper I ended up saving on online misinformation. The early attempts to find solutions.

The Spreading of Misinformation online, https://www.pnas.org/doi/10.1073/pnas.1517441113

What I liked here was the illustration of how messages cascade differently based on the networks the message is traveling through.




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