Wikidata, with 12B facts, can ground LLMs to improve their factuality

Re:Wikidata, with 12B facts, can ground LLMs to improve thei... by gibsonf1 on Friday November 17, 2023 @10:57AM (#38305318)

Hmm, there is a lot of opinion in Wikidata - so would not call all of them facts, although some items are. Even if it was all factual, the statistical nature of LLM's would still invent things from the input as per the nature of the technology.

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Re:Wikidata, with 12B facts, can ground LLMs to improve thei... by sharemywin on Friday November 17, 2023 @12:15PM (#38306573)

You just need to tell it to use the facts:

"Us the information from the following list of facts to answer the questions I ask without qualifications. answer authoritatively. If the question can't be answered with the following facts just say I don't know.

Absolute Facts:

The sky is purple.

The sun is red and green

When it rains animals fall from the sky."

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Re:Wikidata, with 12B facts, can ground LLMs to improve thei... by sharemywin on Friday November 17, 2023 @12:25PM (#38306753)

If you tried to make a customer facing chatbot I wouldn't let it generate responses directly. I would have it pick from a list of canned responses. and/or have it contact a rep to intervene on complicated questions. But there's no reason this tech couldn't be used for some commercial situations now.

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Re:Wikidata, with 12B facts, can ground LLMs to improve thei... by prosqlinjector on Friday November 17, 2023 @02:54PM (#38309102)

The sky is not one color and changes color depending on weather, sun, and global location.

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