Anyone else witnessing a panic inside NLP orgs of big tech companies?

Re:Anyone else witnessing a panic inside NLP orgs of big tec... by shawntan on Thursday March 16, 2023 @06:37PM (#35189865)

I'm interested to hear what these techniques are. Decreasing the generality will help, but I fail to see how that scopes the output. At best that mitigates the errors to an extent.

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Re:Anyone else witnessing a panic inside NLP orgs of big tec... by 256lie on Thursday March 16, 2023 @07:51PM (#35190651)

conformal prediction

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Re:Anyone else witnessing a panic inside NLP orgs of big tec... by shawntan on Thursday March 16, 2023 @08:28PM (#35191002)

Predicting a set of answers to some confidence interval would still result in hallucinated answers.

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Re:Anyone else witnessing a panic inside NLP orgs of big tec... by HDThoreaun on Thursday March 16, 2023 @10:19PM (#35192075)

low probability answers get shot to a human and reviewed for model improvement.

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Re:Anyone else witnessing a panic inside NLP orgs of big tec... by fulafel on Friday March 17, 2023 @01:16AM (#35193429)

Requiring the answers to automatically verifiable, or having answers be inputs to a reliable query system?

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Re:Anyone else witnessing a panic inside NLP orgs of big tec... by le-mark on Friday March 17, 2023 @07:37AM (#35195648)

I’d rather use the reliable query system!

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