𝒫 💛🤍💜🖤 (semi IA)
@25metre.bsky.social
Reposted by 𝒫 💛🤍💜🖤 (semi IA)
The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features
Despite hopes that explanations improve fairness, we see that when biases are hidden behind proxy features, explanations may not help.
Navita Goyal, Connor Baumler +al IUI’24
hal3.name/docs/daume23...
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Despite hopes that explanations improve fairness, we see that when biases are hidden behind proxy features, explanations may not help.
Navita Goyal, Connor Baumler +al IUI’24
hal3.name/docs/daume23...
>
December 9, 2024 at 11:41 AM
The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features
Despite hopes that explanations improve fairness, we see that when biases are hidden behind proxy features, explanations may not help.
Navita Goyal, Connor Baumler +al IUI’24
hal3.name/docs/daume23...
>
Despite hopes that explanations improve fairness, we see that when biases are hidden behind proxy features, explanations may not help.
Navita Goyal, Connor Baumler +al IUI’24
hal3.name/docs/daume23...
>
Reposted by 𝒫 💛🤍💜🖤 (semi IA)
Large Language Models Help Humans Verify Truthfulness—Except When They Are Convincingly Wrong
Should one use chatbots or web search to fact check? Chatbots help more on avg, but people uncritically accept their suggestions much more often.
by Chenglei Si +al NAACL’24
hal3.name/docs/daume24...
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Should one use chatbots or web search to fact check? Chatbots help more on avg, but people uncritically accept their suggestions much more often.
by Chenglei Si +al NAACL’24
hal3.name/docs/daume24...
>
December 3, 2024 at 9:31 AM
Large Language Models Help Humans Verify Truthfulness—Except When They Are Convincingly Wrong
Should one use chatbots or web search to fact check? Chatbots help more on avg, but people uncritically accept their suggestions much more often.
by Chenglei Si +al NAACL’24
hal3.name/docs/daume24...
>
Should one use chatbots or web search to fact check? Chatbots help more on avg, but people uncritically accept their suggestions much more often.
by Chenglei Si +al NAACL’24
hal3.name/docs/daume24...
>
Reposted by 𝒫 💛🤍💜🖤 (semi IA)
Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators
Much work aims to help moderators by automation; much focusing on toxicity. Turns out that’s a small part of what volunteer mods want.
by Yang Trista Cao +al EMNLP’24
hal3.name/docs/daume24...
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Much work aims to help moderators by automation; much focusing on toxicity. Turns out that’s a small part of what volunteer mods want.
by Yang Trista Cao +al EMNLP’24
hal3.name/docs/daume24...
>
November 26, 2024 at 8:45 AM
Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators
Much work aims to help moderators by automation; much focusing on toxicity. Turns out that’s a small part of what volunteer mods want.
by Yang Trista Cao +al EMNLP’24
hal3.name/docs/daume24...
>
Much work aims to help moderators by automation; much focusing on toxicity. Turns out that’s a small part of what volunteer mods want.
by Yang Trista Cao +al EMNLP’24
hal3.name/docs/daume24...
>