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Fallstar@mander.xyz to Technology@lemmy.worldEnglish · 24 days ago

A weird phrase is plaguing scientific papers – and we traced it back to a glitch in AI training data

theconversation.com

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A weird phrase is plaguing scientific papers – and we traced it back to a glitch in AI training data

theconversation.com

Fallstar@mander.xyz to Technology@lemmy.worldEnglish · 24 days ago
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Once errors creep into the AI knowledge base, they can be very hard to get out.
  • Telorand@reddthat.com
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    24 days ago

    Sure, and I’m sympathetic to the baffling difficulties of English, but use Google Translate and ask someone who’s more fluent for help with the final polish (as a single suggestion). Trusting your work, trusting science to an LLM is lunacy.

    • Saleh@feddit.org
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      24 days ago

      Google translate is using the same approach like an LLM.

      https://en.wikipedia.org/wiki/Google_Translate
      https://en.wikipedia.org/wiki/Neural_machine_translation

      So is DeepL

      https://en.wikipedia.org/wiki/DeepL_Translator

      And before they were using neural network approaches they used statistical approaches, which are subject to the same errors as a result of bad training data.

      • wewbull@feddit.uk
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        23 days ago

        Check the results though. Google translate is far far better at translation than a generic LLM.

    • Squirrelsdrivemenuts@lemmy.world
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      24 days ago

      It might be hard for them to find someone who is both fluent in english AND knows the field well enough to know vegetative electron microscopy is not a thing. Most universities have one general translation help service and science has a lot of field-specific weird terms.

      • moakley@lemmy.world
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        23 days ago

        That’s why he said start with Google Translate. Because Google Translate isn’t giving gibberish like vegetative electron microscopy.

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